{
  "schemaVersion": "1.0",
  "title": "Global provider-compliance competitor census",
  "generated": "2026-08-31",
  "scope": "Aged-care, home-care, disability-provider, healthcare quality/GRC, regulatory-submission, policy/document, audit-readiness and workforce-compliance products.",
  "method": "Bounded public-web discovery across regional and capability searches; canonical vendor/product pages preferred. Records are discovery leads, not procurement recommendations.",
  "limits": ["Public pages overrepresent vendors with active marketing.","HQ, pricing and capability claims can change and may be self-reported.","A product appearing here does not establish regulatory approval or suitability for Australian aged-care registration.","No claim of exhaustive global coverage is made."],
  "sourceNotes": [
    {"url":"https://www.agedcarequality.gov.au/providers/provider-registration/about-provider-registration","note":"Australian registration context and audit categories."},
    {"url":"https://www.agedcarequality.gov.au/registration-guidance/guidance-application-registration-new-provider-aged-care-services/guidance-applicable-category-1-6-specific-requirements","note":"Australian category-specific evidence context."},
    {"url":"https://www.gatekeeperhq.com/aged-care-compliance","note":"Direct aged-care compliance product evidence."},
    {"url":"https://nomotix.com/","note":"Direct Australian aged-care/NDIS continuous-compliance product evidence."},
    {"url":"https://www.qualio.com/regulatory-submission","note":"Direct regulatory-submission/eQMS workflow evidence."},
    {"url":"https://github.com/docling-project/docling","note":"Open-source document-ingestion candidate."},
    {"url":"https://github.com/langchain-ai/langgraph","note":"Open-source durable-agent/HITL candidate."}
  ],
  "records": [
    {"name":"Gatekeeper","url":"https://www.gatekeeperhq.com/aged-care-compliance","category":"aged-care compliance/GRC","geo":"Australia/UK/global","target":"aged-care providers","model":"software","capabilities":"obligations, third parties, evidence, audit reporting","pricing":"custom/demo","proof":"official product page","confidence":"high","relevance":"Closest public aged-care obligation/evidence analogue."},
    {"name":"Nomotix","url":"https://nomotix.com/","category":"aged-care and NDIS continuous compliance","geo":"Australia","target":"aged-care and disability providers","model":"software","capabilities":"gap detection, evidence, policies, people/certs, audit readiness","pricing":"register interest; free QM claim","proof":"official product page","confidence":"high","relevance":"Closest conceptual analogue to a continuous provider-compliance layer."},
    {"name":"Willow","url":"https://heywillow.ai/","category":"AI healthcare compliance","geo":"Australia/global","target":"aged-care, NDIS and healthcare providers","model":"software","capabilities":"framework mapping, audit readiness, evidence workflows","pricing":"custom/unknown","proof":"official product page","confidence":"high","relevance":"Direct multi-framework AI compliance positioning."},
    {"name":"CareSignal","url":"https://caresignal.io/","category":"healthcare/aged-care/disability GRC","geo":"Australia","target":"care providers","model":"software","capabilities":"frameworks, risks, incidents, continuous improvement","pricing":"unknown","proof":"official product page","confidence":"high","relevance":"Direct local GRC analogue."},
    {"name":"Acredia","url":"https://acredia.au/","category":"aged-care management/compliance","geo":"Australia","target":"aged-care providers","model":"software","capabilities":"CRM, clinical, HR, maintenance, compliance, mobile","pricing":"custom/unknown","proof":"official product page","confidence":"high","relevance":"Broad care operating suite with compliance module."},
    {"name":"CareMaster","url":"https://www.caremaster.com.au/","category":"NDIS/home-care management","geo":"Australia","target":"disability and care providers","model":"software","capabilities":"client, rostering, finance, compliance records","pricing":"custom/unknown","proof":"official product page","confidence":"medium","relevance":"Operational system likely integration source, not registration authority."},
    {"name":"Lumary","url":"https://www.lumary.com/","category":"disability/aged-care operations","geo":"Australia/global","target":"human-services providers","model":"software","capabilities":"CRM, rostering, case and finance workflows","pricing":"custom","proof":"official product page","confidence":"high","relevance":"Important system-of-record integration analogue."},
    {"name":"ShiftCare","url":"https://shiftcare.com/","category":"home-care/NDIS operations","geo":"Australia/US/UK","target":"home-care and disability agencies","model":"software","capabilities":"scheduling, timesheets, client records, billing","pricing":"subscription/custom","proof":"official product page","confidence":"high","relevance":"SMB care operations and workflow benchmark."},
    {"name":"MYP","url":"https://www.mypcorp.com/","category":"NDIS practice management","geo":"Australia","target":"NDIS providers","model":"software","capabilities":"participant, workers, rosters, claims, compliance","pricing":"custom/unknown","proof":"official product page","confidence":"medium","relevance":"NDIS-focused operational analogue."},
    {"name":"Sentrient","url":"https://www.sentrient.com.au/","category":"people/compliance management","geo":"Australia/global","target":"regulated employers","model":"software","capabilities":"policy attestations, training, incidents, reporting","pricing":"custom","proof":"official product page","confidence":"high","relevance":"Reusable people-and-obligations layer."},
    {"name":"SafetyCulture","url":"https://safetyculture.com/industries/healthcare","category":"inspection/audit/workflows","geo":"Australia/global","target":"healthcare and multi-site operators","model":"software","capabilities":"inspections, corrective actions, evidence, training","pricing":"freemium/custom","proof":"official product page","confidence":"high","relevance":"Strong mobile evidence and action workflow reference."},
    {"name":"Protecht","url":"https://www.protechtgroup.com/en-us/industries/aged-care","category":"aged-care risk/GRC","geo":"Australia/global","target":"aged-care and enterprise care providers","model":"software","capabilities":"risk, incidents, governance, compliance oversight","pricing":"custom","proof":"official product page","confidence":"high","relevance":"Enterprise risk and governance benchmark."},
    {"name":"Sonder","url":"https://sonder.io/","category":"workforce safety/compliance","geo":"Australia/global","target":"employers and care workforces","model":"hybrid","capabilities":"worker support, incident response, duty of care","pricing":"custom","proof":"official product page","confidence":"medium","relevance":"Worker-risk adjacent capability."},
    {"name":"Carelink+","url":"https://carelinkplus.com.au/","category":"aged/home-care management","geo":"Australia","target":"care providers","model":"software","capabilities":"client, scheduling, rostering, billing, reporting","pricing":"custom","proof":"official product page","confidence":"medium","relevance":"Care-platform integration candidate."},
    {"name":"AlayaCare","url":"https://alayacare.com/","category":"home-care operations","geo":"Canada/US/Australia/UK","target":"home and community care agencies","model":"software","capabilities":"care records, scheduling, billing, analytics, compliance","pricing":"custom","proof":"official product page","confidence":"high","relevance":"Global home-care platform and data-source analogue."},
    {"name":"Mirus Australia","url":"https://www.mirus-australia.com/","category":"aged-care management","geo":"Australia","target":"residential aged-care providers","model":"software","capabilities":"finance, care, workforce, reporting","pricing":"custom","proof":"official product page","confidence":"medium","relevance":"Residential aged-care suite benchmark."},
    {"name":"Dementia Australia Quality Care","url":"https://www.dementia.org.au/","category":"care quality/training","geo":"Australia","target":"care organisations","model":"consultancy/hybrid","capabilities":"training, practice resources, quality improvement","pricing":"varies","proof":"official organisation site","confidence":"medium","relevance":"Practice and training content comparator."},
    {"name":"MediMap","url":"https://medimap.com.au/","category":"care compliance/medication","geo":"Australia","target":"care providers","model":"software","capabilities":"medication and care records","pricing":"unknown","proof":"official product page","confidence":"low","relevance":"Narrow evidence source adjacent to care compliance."},
    {"name":"TASS","url":"https://www.tassweb.com.au/","category":"healthcare/aged-care ERP","geo":"Australia","target":"care and education organisations","model":"software","capabilities":"finance, HR, records, workflows","pricing":"custom","proof":"official product page","confidence":"medium","relevance":"Back-office integration benchmark."},
    {"name":"CareVision","url":"https://www.carevision.com.au/","category":"aged-care software","geo":"Australia","target":"residential aged-care","model":"software","capabilities":"clinical, care, compliance and reporting","pricing":"custom","proof":"official product page","confidence":"medium","relevance":"Aged-care operations reference."},
    {"name":"CareDocs","url":"https://www.caredocs.co.uk/","category":"UK care compliance","geo":"UK","target":"care homes and domiciliary care","model":"software","capabilities":"policy/document library, audits, care records","pricing":"custom","proof":"official product page","confidence":"high","relevance":"Dedicated care-home compliance/document analogue."},
    {"name":"AlwaysReady Care","url":"https://apps.teamzlab.com/always-ready-care/","category":"care-home audit readiness","geo":"UK/global","target":"care homes","model":"software","capabilities":"evidence capture, CQC mapping, action tracking, export packs","pricing":"unknown","proof":"official product page","confidence":"high","relevance":"Closest CQC evidence-pack workflow analogue."},
    {"name":"Nourish Care","url":"https://www.nourishcare.co.uk/","category":"UK care management","geo":"UK","target":"care providers","model":"software","capabilities":"care records, audits, incident and quality workflows","pricing":"custom","proof":"official product page","confidence":"high","relevance":"Care record and inspection evidence benchmark."},
    {"name":"Radar Healthcare","url":"https://radarhealthcare.com/","category":"healthcare risk/quality","geo":"UK/global","target":"health and social care","model":"software","capabilities":"incidents, risk, audits, actions, policies","pricing":"custom","proof":"official product page","confidence":"high","relevance":"Integrated healthcare quality/GRC analogue."},
    {"name":"CareLineLive","url":"https://carelinelive.com/","category":"home-care management","geo":"UK/Australia","target":"home-care providers","model":"software","capabilities":"care planning, rostering, records, compliance reports","pricing":"custom","proof":"official product page","confidence":"high","relevance":"Home-care operational and audit-report benchmark."},
    {"name":"PASSsystem","url":"https://www.pass-gov.com/","category":"social-care compliance","geo":"UK","target":"care organisations","model":"software","capabilities":"policies, audits, governance, evidence","pricing":"custom","proof":"official product page","confidence":"medium","relevance":"UK governance/compliance suite."},
    {"name":"QCS","url":"https://www.qcs.co.uk/","category":"care compliance content","geo":"UK","target":"social-care providers","model":"hybrid","capabilities":"policies, templates, updates, consultancy, audits","pricing":"subscription/custom","proof":"official product page","confidence":"high","relevance":"Strong content-plus-advisory model to study."},
    {"name":"Care Compliance Xpert","url":"https://www.carecompliancexpert.com/","category":"care compliance","geo":"UK","target":"care providers","model":"software/hybrid","capabilities":"policies, audits, compliance calendars","pricing":"unknown","proof":"official product page","confidence":"medium","relevance":"Niche care compliance comparator."},
    {"name":"The Access Group Care","url":"https://www.theaccessgroup.com/en-gb/health-social-care/","category":"social-care ERP","geo":"UK/global","target":"health and social care","model":"software","capabilities":"care, HR, finance, compliance workflows","pricing":"custom","proof":"official product page","confidence":"high","relevance":"Large suite/integration benchmark."},
    {"name":"CarePlanner","url":"https://care-planner.co.uk/","category":"domiciliary care software","geo":"UK","target":"home-care agencies","model":"software","capabilities":"care planning, scheduling, compliance records","pricing":"custom","proof":"official product page","confidence":"medium","relevance":"Small-provider operations benchmark."},
    {"name":"PASS Care","url":"https://www.everylifetechnologies.com/","category":"social-care records","geo":"UK","target":"care providers","model":"software","capabilities":"care records, planning, reporting, integrations","pricing":"custom","proof":"official product page","confidence":"medium","relevance":"Care-record system-of-record analogue."},
    {"name":"Birdie","url":"https://www.birdie.care/","category":"home-care platform","geo":"UK/Europe","target":"home-care providers","model":"software","capabilities":"care planning, monitoring, family updates, analytics","pricing":"custom","proof":"official product page","confidence":"high","relevance":"Digital home-care workflow benchmark."},
    {"name":"KareInn","url":"https://kareinn.com/","category":"care-home management","geo":"UK","target":"care homes","model":"software","capabilities":"care records, audits, quality and compliance","pricing":"custom","proof":"official product page","confidence":"medium","relevance":"Care-home evidence workflow reference."},
    {"name":"Florence","url":"https://www.florence.co.uk/","category":"care workforce compliance","geo":"UK","target":"care providers","model":"software","capabilities":"staffing, credential and shift management","pricing":"custom","proof":"official product page","confidence":"medium","relevance":"Workforce layer comparator."},
    {"name":"Caresolver","url":"https://www.caresolver.co.uk/","category":"care quality/compliance","geo":"UK","target":"care providers","model":"software","capabilities":"audits, action plans, evidence and reporting","pricing":"unknown","proof":"official product page","confidence":"low","relevance":"Niche inspection-readiness lead."},
    {"name":"CQC Compliance","url":"https://www.cqccompliance.com/","category":"CQC consultancy/compliance","geo":"UK","target":"health and social-care providers","model":"consultancy/hybrid","capabilities":"registration, policies, mock audits, readiness","pricing":"custom","proof":"official site","confidence":"medium","relevance":"Consultancy-led registration analogue."},
    {"name":"CQC Compliance Monitor","url":"https://www.cqccompliance.com/","category":"CQC compliance","geo":"UK","target":"care providers","model":"hybrid","capabilities":"readiness reviews, action tracking, advisory","pricing":"custom","proof":"official site","confidence":"low","relevance":"Represents advisory workflow; product name needs verification."},
    {"name":"HIQA Compliance","url":"https://www.hiqa.ie/","category":"Irish care regulation reference","geo":"Ireland","target":"health/social-care providers","model":"consultancy/content","capabilities":"standards, inspection and compliance guidance","pricing":"public/free","proof":"official regulator site","confidence":"high","relevance":"Regulatory reference, not competitor product."},
    {"name":"Sekoia","url":"https://www.sekoia.care/","category":"care coordination","geo":"France/Europe","target":"care organisations","model":"software","capabilities":"care coordination, records, workflows","pricing":"custom","proof":"official product page","confidence":"medium","relevance":"European care-workflow comparator."},
    {"name":"Dedalus","url":"https://www.dedalus.com/","category":"healthcare information systems","geo":"Europe/global","target":"health systems","model":"software","capabilities":"clinical, administrative, interoperability, analytics","pricing":"custom","proof":"official product page","confidence":"high","relevance":"Large healthcare platform architecture reference."},
    {"name":"Orion Health","url":"https://orionhealth.com/","category":"health data/clinical workflows","geo":"New Zealand/global","target":"healthcare organisations","model":"software","capabilities":"care coordination, data interoperability, analytics","pricing":"custom","proof":"official product page","confidence":"high","relevance":"Health-data integration benchmark."},
    {"name":"Healthpoint","url":"https://www.healthpoint.co.nz/","category":"healthcare directory","geo":"New Zealand","target":"health providers/public","model":"software","capabilities":"provider directory and service information","pricing":"unknown","proof":"official site","confidence":"medium","relevance":"Provider-discovery adjacent, not compliance authority."},
    {"name":"Bupa NZ CareConnect","url":"https://www.bupa.co.nz/","category":"care operations","geo":"New Zealand","target":"aged-care operators","model":"hybrid","capabilities":"care services, operational quality","pricing":"unknown","proof":"official site","confidence":"low","relevance":"Regional operator benchmark, not direct software."},
    {"name":"Carepatron","url":"https://www.carepatron.com/","category":"health practice management","geo":"Australia/global","target":"health and care practices","model":"software","capabilities":"records, forms, scheduling, documentation","pricing":"freemium/subscription","proof":"official product page","confidence":"high","relevance":"Accessible documentation/workflow benchmark."},
    {"name":"Cliniko","url":"https://www.cliniko.com/","category":"practice management","geo":"Australia/global","target":"health practices","model":"software","capabilities":"appointments, records, forms, billing","pricing":"published subscription","proof":"official product page","confidence":"high","relevance":"Simple SMB SaaS UX benchmark."},
    {"name":"Halaxy","url":"https://www.halaxy.com/","category":"health practice management","geo":"Australia/global","target":"health practices","model":"software","capabilities":"practice, clinical records, billing, compliance controls","pricing":"freemium/subscription","proof":"official product page","confidence":"high","relevance":"Australian practice platform benchmark."},
    {"name":"Power Diary","url":"https://www.powerdiary.com/","category":"practice management","geo":"Australia/global","target":"health practitioners","model":"software","capabilities":"records, forms, scheduling, telehealth","pricing":"subscription","proof":"official product page","confidence":"high","relevance":"Document and consent workflow reference."},
    {"name":"Splose","url":"https://splose.com/","category":"NDIS practice management","geo":"Australia","target":"allied health and NDIS providers","model":"software","capabilities":"client, notes, invoicing, plans, workflow","pricing":"subscription","proof":"official product page","confidence":"high","relevance":"Direct NDIS operations analogue."},
    {"name":"ShiftCare NZ","url":"https://shiftcare.com/","category":"home-care operations","geo":"New Zealand/global","target":"home-care providers","model":"software","capabilities":"scheduling, workforce, timesheets, billing","pricing":"custom","proof":"official product page","confidence":"medium","relevance":"Regional operational analogue."},
    {"name":"Complycia","url":"https://complycia.com/","category":"home-care licensure","geo":"United States","target":"non-medical home-care agencies","model":"hybrid","capabilities":"state-aligned compliance binder, licensing readiness","pricing":"published one-time $2,500 claim","proof":"official product page","confidence":"high","relevance":"Direct out-of-box licensure-binder analogue."},
    {"name":"Smartcare Software","url":"https://www.smartcaresoftware.com/","category":"home-care management","geo":"United States","target":"home-care agencies","model":"software","capabilities":"scheduling, EVV, billing, caregiver records","pricing":"custom","proof":"official product page","confidence":"medium","relevance":"US home-care operations benchmark."},
    {"name":"AxisCare","url":"https://www.axiscare.com/","category":"home-care management","geo":"United States/global","target":"home-care agencies","model":"software","capabilities":"scheduling, CRM, billing, care records","pricing":"custom","proof":"official product page","confidence":"high","relevance":"Large home-care platform reference."},
    {"name":"WellSky Personal Care","url":"https://wellsky.com/personal-care/","category":"home-health/care software","geo":"United States","target":"home-care providers","model":"software","capabilities":"clinical, scheduling, billing, compliance reporting","pricing":"custom","proof":"official product page","confidence":"high","relevance":"Enterprise care-suite benchmark."},
    {"name":"HHAeXchange","url":"https://www.hhaexchange.com/","category":"home-care Medicaid operations","geo":"United States","target":"home-care agencies/payers","model":"software","capabilities":"EVV, authorisations, claims, compliance","pricing":"custom","proof":"official product page","confidence":"high","relevance":"Regulated workflow and payer-integration benchmark."},
    {"name":"Alora Plus","url":"https://www.alorahealth.com/","category":"home health software","geo":"United States","target":"home-health agencies","model":"software","capabilities":"clinical records, scheduling, billing, compliance","pricing":"custom","proof":"official product page","confidence":"medium","relevance":"US documentation and compliance benchmark."},
    {"name":"Axxess","url":"https://www.axxess.com/","category":"home health software","geo":"United States/global","target":"home-health and hospice","model":"software","capabilities":"clinical, operations, analytics, compliance","pricing":"custom","proof":"official product page","confidence":"high","relevance":"End-to-end regulated home-health platform."},
    {"name":"HHA Central","url":"https://www.hhacentral.com/","category":"home-health management","geo":"United States","target":"home-health agencies","model":"software","capabilities":"scheduling, clinical, billing, reports","pricing":"custom","proof":"official product page","confidence":"medium","relevance":"US agency workflow reference."},
    {"name":"CareSmartz360","url":"https://www.caresmartz360.com/","category":"home-care software","geo":"United States","target":"private-duty home-care agencies","model":"software","capabilities":"scheduling, caregiver compliance, billing, family portal","pricing":"custom","proof":"official product page","confidence":"high","relevance":"Credential/workforce workflow benchmark."},
    {"name":"SimiTree","url":"https://simitree.com/","category":"home-care consulting/compliance","geo":"United States","target":"home-health/hospice agencies","model":"hybrid","capabilities":"consulting, analytics, coding, compliance support","pricing":"custom","proof":"official site","confidence":"medium","relevance":"Consultancy-plus-data benchmark."},
    {"name":"KanTime","url":"https://www.kantime.com/","category":"home-health software","geo":"United States","target":"home health and hospice","model":"software","capabilities":"clinical, scheduling, billing, compliance","pricing":"custom","proof":"official product page","confidence":"medium","relevance":"Regulated documentation benchmark."},
    {"name":"CareTime","url":"https://www.caretime.us/","category":"home-care software","geo":"United States","target":"home-care agencies","model":"software","capabilities":"scheduling, caregiver management, billing","pricing":"custom","proof":"official product page","confidence":"low","relevance":"SMB home-care lead."},
    {"name":"Relias","url":"https://www.relias.com/healthcare","category":"healthcare workforce compliance","geo":"United States/global","target":"health and social care","model":"software","capabilities":"training, competency, compliance reporting","pricing":"custom","proof":"official product page","confidence":"high","relevance":"Strong learning/credential evidence layer."},
    {"name":"MedTrainer","url":"https://medtrainer.com/","category":"healthcare compliance","geo":"United States","target":"healthcare organisations","model":"software","capabilities":"training, credentialing, policies, risk, audits","pricing":"custom","proof":"official product page","confidence":"high","relevance":"Broad compliance stack with credentialing."},
    {"name":" symplr","url":"https://www.symplr.com/","category":"healthcare governance/workforce","geo":"United States/global","target":"healthcare systems","model":"software","capabilities":"credentialing, provider operations, compliance, workforce","pricing":"custom","proof":"official product page","confidence":"high","relevance":"Enterprise provider-credentialing benchmark."},
    {"name":"VerityStream","url":"https://www.veritystream.com/","category":"provider credentialing","geo":"United States","target":"hospitals and health systems","model":"software","capabilities":"credentialing, privileging, provider data","pricing":"custom","proof":"official product page","confidence":"high","relevance":"Structured people/evidence workflow analogue."},
    {"name":"HealthStream","url":"https://www.healthstream.com/","category":"healthcare workforce compliance","geo":"United States","target":"healthcare organisations","model":"software","capabilities":"learning, credentialing, workforce analytics","pricing":"custom","proof":"official product page","confidence":"high","relevance":"Workforce lifecycle benchmark."},
    {"name":"QGenda","url":"https://www.qgenda.com/","category":"healthcare workforce","geo":"United States","target":"health systems","model":"software","capabilities":"credentialing, scheduling, workforce analytics","pricing":"custom","proof":"official product page","confidence":"high","relevance":"Role/availability evidence layer."},
    {"name":"ReadyDoc","url":"https://www.readydoc.co/","category":"healthcare credentialing","geo":"United States","target":"healthcare providers","model":"software","capabilities":"credential collection, verification, onboarding","pricing":"custom","proof":"official product page","confidence":"medium","relevance":"Evidence intake and verification analogue."},
    {"name":"CredentialStream","url":"https://www.credentialstream.com/","category":"provider credentialing","geo":"United States","target":"health systems","model":"software","capabilities":"credentialing, privileging, payer enrollment","pricing":"custom","proof":"official product page","confidence":"high","relevance":"Case/evidence status model reference."},
    {"name":"Silversheet","url":"https://www.silversheet.com/","category":"provider credentialing","geo":"United States","target":"healthcare organisations","model":"software","capabilities":"credentialing, document expiry and workflows","pricing":"custom","proof":"official product page","confidence":"high","relevance":"Expiry and document collection benchmark."},
    {"name":"Modio Health","url":"https://www.modiohealth.com/","category":"provider network/credentialing","geo":"United States","target":"healthcare organisations","model":"software","capabilities":"credentialing, enrollment, provider data","pricing":"custom","proof":"official product page","confidence":"medium","relevance":"Credentialing operations comparator."},
    {"name":"Vanta","url":"https://www.vanta.com/","category":"compliance automation","geo":"United States/global","target":"technology companies","model":"software","capabilities":"controls, evidence collection, monitoring, audits","pricing":"custom","proof":"official product page","confidence":"high","relevance":"Evidence automation and trust-centre benchmark."},
    {"name":"Drata","url":"https://drata.com/","category":"compliance automation","geo":"United States/global","target":"technology companies","model":"software","capabilities":"control mapping, evidence, workflows, auditor collaboration","pricing":"custom","proof":"official product page","confidence":"high","relevance":"Continuous evidence model to borrow."},
    {"name":"Secureframe","url":"https://secureframe.com/","category":"compliance automation","geo":"United States/global","target":"technology companies","model":"software","capabilities":"frameworks, evidence, risk, policies, audits","pricing":"custom","proof":"official product page","confidence":"high","relevance":"Framework/evidence UX benchmark."},
    {"name":"Hyperproof","url":"https://hyperproof.io/","category":"GRC/compliance","geo":"United States/global","target":"enterprise compliance teams","model":"software","capabilities":"controls, evidence, risks, audits, reporting","pricing":"custom","proof":"official product page","confidence":"high","relevance":"Evidence and control relationship model."},
    {"name":"AuditBoard","url":"https://www.auditboard.com/","category":"risk/audit/GRC","geo":"United States/global","target":"enterprise audit and risk teams","model":"software","capabilities":"risks, controls, audit plans, evidence, reporting","pricing":"custom","proof":"official product page","confidence":"high","relevance":"Mature audit-workflow benchmark."},
    {"name":"Diligent","url":"https://www.diligent.com/industries/healthcare","category":"healthcare GRC","geo":"United States/global","target":"healthcare boards and enterprises","model":"software","capabilities":"governance, risk, policy, compliance, evidence","pricing":"custom","proof":"official product page","confidence":"high","relevance":"Healthcare GRC suite benchmark."},
    {"name":"LogicGate","url":"https://www.logicgate.com/","category":"GRC/workflow","geo":"United States/global","target":"enterprise risk/compliance teams","model":"software","capabilities":"risk, compliance, workflows, reporting","pricing":"custom","proof":"official product page","confidence":"high","relevance":"Configurable workflow architecture reference."},
    {"name":"Resolver","url":"https://www.resolver.com/","category":"risk/GRC","geo":"Canada/global","target":"enterprise risk teams","model":"software","capabilities":"risk, incidents, compliance, controls, reporting","pricing":"custom","proof":"official product page","confidence":"high","relevance":"Risk/evidence data model benchmark."},
    {"name":"NAVEX","url":"https://www.navex.com/","category":"ethics/compliance/GRC","geo":"United States/global","target":"enterprise compliance teams","model":"software","capabilities":"policies, incidents, training, risk, reporting","pricing":"custom","proof":"official product page","confidence":"high","relevance":"Policy and case workflow reference."},
    {"name":"OneTrust","url":"https://www.onetrust.com/","category":"privacy/GRC","geo":"United States/global","target":"enterprise privacy and compliance teams","model":"software","capabilities":"privacy, third parties, risk, controls, workflows","pricing":"custom","proof":"official product page","confidence":"high","relevance":"Trust/third-party data model benchmark."},
    {"name":"MetricStream","url":"https://www.metricstream.com/","category":"enterprise GRC","geo":"United States/global","target":"enterprise risk/compliance teams","model":"software","capabilities":"risk, compliance, audit, policy, resilience","pricing":"custom","proof":"official product page","confidence":"high","relevance":"Large GRC architecture comparator."},
    {"name":"IBM OpenPages","url":"https://www.ibm.com/products/openpages","category":"enterprise GRC","geo":"United States/global","target":"regulated enterprises","model":"software","capabilities":"risk, compliance, controls, AI assistance, reporting","pricing":"custom","proof":"official product page","confidence":"high","relevance":"Enterprise control/evidence architecture reference."},
    {"name":"RSA Archer","url":"https://www.archerirm.com/","category":"enterprise GRC","geo":"United States/global","target":"regulated enterprises","model":"software","capabilities":"risk, controls, compliance, audits, incidents","pricing":"custom","proof":"official product page","confidence":"high","relevance":"Mature GRC data model reference."},
    {"name":"ServiceNow GRC","url":"https://www.servicenow.com/products/governance-risk-compliance.html","category":"GRC/workflow","geo":"United States/global","target":"enterprise operations","model":"software","capabilities":"controls, policy, risk, evidence, workflow automation","pricing":"custom","proof":"official product page","confidence":"high","relevance":"Workflow/integration benchmark."},
    {"name":"SailPoint","url":"https://www.sailpoint.com/","category":"identity/compliance","geo":"United States/global","target":"enterprise IT","model":"software","capabilities":"identity governance, access certification, audit evidence","pricing":"custom","proof":"official product page","confidence":"high","relevance":"Access/approval evidence patterns."},
    {"name":"Whistic","url":"https://www.whistic.com/","category":"third-party risk","geo":"United States/global","target":"security/compliance teams","model":"software","capabilities":"vendor profiles, questionnaires, evidence exchange","pricing":"custom","proof":"official product page","confidence":"high","relevance":"Reusable evidence exchange pattern."},
    {"name":"SecurityScorecard","url":"https://securityscorecard.com/","category":"third-party risk","geo":"United States/global","target":"security/compliance teams","model":"software","capabilities":"vendor risk ratings, monitoring, questionnaires","pricing":"custom","proof":"official product page","confidence":"high","relevance":"External evidence monitoring benchmark."},
    {"name":"Riskonnect","url":"https://riskonnect.com/","category":"risk/GRC","geo":"United States/global","target":"enterprise risk teams","model":"software","capabilities":"risk, resilience, compliance, incidents, analytics","pricing":"custom","proof":"official product page","confidence":"high","relevance":"Enterprise risk workflow benchmark."},
    {"name":"StandardFusion","url":"https://www.standardfusion.com/","category":"GRC","geo":"Canada/global","target":"security/compliance teams","model":"software","capabilities":"controls, policies, risks, evidence, audit","pricing":"custom","proof":"official product page","confidence":"medium","relevance":"SMB-friendly GRC reference."},
    {"name":"C2P","url":"https://www.complianceandprivacy.com/","category":"regulatory change/GRC","geo":"UK/global","target":"regulated enterprises","model":"software","capabilities":"regulatory horizon scanning, obligations, workflow","pricing":"custom","proof":"official product page","confidence":"medium","relevance":"Regulatory-change monitoring analogue."},
    {"name":"Regology","url":"https://regology.com/","category":"regulatory intelligence","geo":"United States/global","target":"regulated organisations","model":"software","capabilities":"regulatory tracking, obligations, workflow, AI","pricing":"custom","proof":"official product page","confidence":"high","relevance":"Regulatory-source-to-task pattern."},
    {"name":"CUBE","url":"https://www.cube.global/","category":"regulatory intelligence","geo":"UK/global","target":"financial/regulated firms","model":"software","capabilities":"regulatory change, obligation mapping, evidence","pricing":"custom","proof":"official product page","confidence":"medium","relevance":"Change-management architecture reference."},
    {"name":"Compliance.ai","url":"https://www.compliance.ai/","category":"regulatory intelligence","geo":"United States","target":"regulated enterprises","model":"software","capabilities":"regulatory monitoring, obligations, workflow","pricing":"custom","proof":"official product page","confidence":"high","relevance":"Regulatory ingestion benchmark."},
    {"name":"Cognito","url":"https://www.cognito.com/","category":"compliance operations","geo":"United States/global","target":"regulated financial firms","model":"software","capabilities":"KYC, compliance workflows, monitoring","pricing":"custom","proof":"official product page","confidence":"medium","relevance":"Structured compliance case workflow reference."},
    {"name":"Qualio","url":"https://www.qualio.com/","category":"eQMS/regulatory submissions","geo":"United States/global","target":"life sciences and regulated companies","model":"software","capabilities":"documents, training, quality events, submissions, audit readiness","pricing":"custom","proof":"official product page","confidence":"high","relevance":"Direct submission/eQMS workflow analogue."},
    {"name":"Veeva Vault Quality","url":"https://www.veeva.com/products/vault-quality/","category":"life-sciences QMS","geo":"United States/global","target":"life-sciences enterprises","model":"software","capabilities":"documents, deviations, CAPA, training, audit","pricing":"custom","proof":"official product page","confidence":"high","relevance":"Deep regulated-document workflow reference."},
    {"name":"MasterControl","url":"https://www.mastercontrol.com/","category":"QMS/regulatory","geo":"United States/global","target":"life sciences/manufacturing","model":"software","capabilities":"document control, training, CAPA, audit, submissions","pricing":"custom","proof":"official product page","confidence":"high","relevance":"Mature document/evidence lifecycle benchmark."},
    {"name":"Greenlight Guru","url":"https://www.greenlight.guru/","category":"medical-device QMS","geo":"United States/global","target":"medical-device companies","model":"software","capabilities":"quality, risk, design history, audit readiness","pricing":"custom","proof":"official product page","confidence":"high","relevance":"SMB regulated QMS pattern."},
    {"name":"ETQ Reliance","url":"https://www.etq.com/","category":"enterprise QMS","geo":"United States/global","target":"regulated manufacturers","model":"software","capabilities":"document, CAPA, training, audits, analytics","pricing":"custom","proof":"official product page","confidence":"high","relevance":"Configurable QMS architecture reference."},
    {"name":"TrackWise Digital","url":"https://www.spartasystems.com/trackwise-digital/","category":"enterprise QMS","geo":"United States/global","target":"life sciences","model":"software","capabilities":"quality events, CAPA, audit, document workflows","pricing":"custom","proof":"official product page","confidence":"high","relevance":"Regulated case/evidence workflow benchmark."},
    {"name":"Intellect QMS","url":"https://www.intellectqms.com/","category":"QMS","geo":"United States/global","target":"regulated companies","model":"software","capabilities":"documents, CAPA, audits, training, workflows","pricing":"custom","proof":"official product page","confidence":"medium","relevance":"Low-code QMS pattern."},
    {"name":"Qualtrax","url":"https://www.qualtrax.com/","category":"quality/compliance management","geo":"United States/global","target":"regulated organisations","model":"software","capabilities":"document control, training, audits, corrective actions","pricing":"custom","proof":"official product page","confidence":"medium","relevance":"Document-control and training reference."},
    {"name":"Ideagen","url":"https://www.ideagen.com/","category":"quality/risk/compliance","geo":"UK/global","target":"regulated organisations","model":"software","capabilities":"quality, audit, risk, document and incident workflows","pricing":"custom","proof":"official product page","confidence":"high","relevance":"Broad compliance suite benchmark."},
    {"name":"Ideagen Huddle","url":"https://www.ideagen.com/products/huddle","category":"secure document collaboration","geo":"UK/global","target":"regulated organisations","model":"software","capabilities":"controlled documents, collaboration, audit trail","pricing":"custom","proof":"official product page","confidence":"high","relevance":"Client review/approval UX reference."},
    {"name":"Ideagen Pentana","url":"https://www.ideagen.com/products/pentana-audit","category":"audit management","geo":"UK/global","target":"internal audit teams","model":"software","capabilities":"audit plans, evidence, findings, reports","pricing":"custom","proof":"official product page","confidence":"medium","relevance":"Audit planning and findings model."},
    {"name":"Medius","url":"https://www.medius.com/","category":"procurement/controls","geo":"Sweden/global","target":"enterprises","model":"software","capabilities":"supplier, invoice, approval and control workflows","pricing":"custom","proof":"official product page","confidence":"medium","relevance":"Third-party/control workflow adjacent."},
    {"name":"Intland Codebeamer","url":"https://www.ptc.com/en/products/codebeamer","category":"ALM/regulated traceability","geo":"Germany/global","target":"regulated product teams","model":"software","capabilities":"requirements, traceability, approvals, audit trails","pricing":"custom","proof":"official product page","confidence":"high","relevance":"Traceability and versioning architecture reference."},
    {"name":"ArisGlobal","url":"https://www.arisglobal.com/","category":"life-sciences regulatory","geo":"United States/global","target":"pharma/life sciences","model":"software","capabilities":"regulatory information, safety, submissions, workflows","pricing":"custom","proof":"official product page","confidence":"high","relevance":"Submission dossier and authority workflow reference."},
    {"name":"Extedo","url":"https://www.extedo.com/","category":"regulatory submissions","geo":"Germany/global","target":"pharma/life sciences","model":"software","capabilities":"eCTD, submissions, document management, review","pricing":"custom","proof":"official product page","confidence":"high","relevance":"Submission packaging and validation benchmark."},
    {"name":"Lorenz Life Sciences","url":"https://www.lorenz.cc/","category":"regulatory submissions","geo":"Germany/global","target":"pharma/life sciences","model":"software","capabilities":"eCTD publishing, document review, submission tracking","pricing":"custom","proof":"official product page","confidence":"high","relevance":"Regulatory dossier workflow analogue."},
    {"name":"Amplexor","url":"https://www.amplexor.com/","category":"regulatory/content management","geo":"Europe/global","target":"regulated enterprises","model":"software/services","capabilities":"content, localization, regulatory and submissions","pricing":"custom","proof":"official product page","confidence":"medium","relevance":"Content operations and regulatory publishing reference."},
    {"name":"Freyr","url":"https://freyrsolutions.com/","category":"regulatory affairs","geo":"United States/India/global","target":"life sciences","model":"hybrid","capabilities":"regulatory submissions, intelligence, consulting, software","pricing":"custom","proof":"official site","confidence":"high","relevance":"Consultancy-plus-platform model."},
    {"name":"RegDesk","url":"https://www.regdesk.co/","category":"regulatory intelligence/submissions","geo":"United States/global","target":"medical-device companies","model":"software/services","capabilities":"regulatory pathways, submissions, intelligence","pricing":"custom","proof":"official product page","confidence":"high","relevance":"Regulatory pathway/workflow analogue."},
    {"name":"Rimsys","url":"https://www.rimsys.io/","category":"regulatory information management","geo":"United States/global","target":"medical-device/pharma","model":"software","capabilities":"product registrations, submissions, obligations, reporting","pricing":"custom","proof":"official product page","confidence":"high","relevance":"Registration inventory and obligation model."},
    {"name":"PRA Health Sciences","url":"https://www.iconplc.com/","category":"regulatory services","geo":"global","target":"life sciences","model":"consultancy/hybrid","capabilities":"clinical/regulatory operations and submissions","pricing":"custom","proof":"official site","confidence":"medium","relevance":"Services-led regulatory operations reference."},
    {"name":"ICON","url":"https://www.iconplc.com/","category":"clinical/regulatory services","geo":"Ireland/global","target":"life sciences","model":"consultancy/hybrid","capabilities":"regulatory strategy, submissions, clinical operations","pricing":"custom","proof":"official site","confidence":"high","relevance":"Large regulatory-services comparator."},
    {"name":"Parexel","url":"https://www.parexel.com/","category":"regulatory services","geo":"United States/global","target":"life sciences","model":"consultancy/hybrid","capabilities":"regulatory strategy, submissions, compliance","pricing":"custom","proof":"official site","confidence":"high","relevance":"Services-led submission workflow reference."},
    {"name":"Regulatory Affairs Professionals Society","url":"https://www.raps.org/","category":"regulatory professional network","geo":"United States/global","target":"regulatory professionals","model":"membership/content","capabilities":"standards, training, regulatory intelligence","pricing":"membership","proof":"official organisation site","confidence":"medium","relevance":"Knowledge-source ecosystem, not direct software."},
    {"name":"ConvergePoint","url":"https://www.convergepoint.com/","category":"contract/policy compliance","geo":"United States/global","target":"enterprise compliance teams","model":"software","capabilities":"contract, policy, obligation and approval workflows","pricing":"custom","proof":"official product page","confidence":"high","relevance":"Obligation/approval workflow reference."},
    {"name":"ContractPodAi","url":"https://contractpodai.com/","category":"legal/compliance workflow","geo":"UK/global","target":"enterprise legal/compliance teams","model":"software","capabilities":"documents, obligations, workflows, AI review","pricing":"custom","proof":"official product page","confidence":"high","relevance":"Contextual document automation benchmark."},
    {"name":"DocuSign CLM","url":"https://www.docusign.com/products/clm","category":"document/contract workflow","geo":"United States/global","target":"businesses","model":"software","capabilities":"templates, approvals, versioning, audit trail","pricing":"custom","proof":"official product page","confidence":"high","relevance":"Approval and controlled-document UX benchmark."},
    {"name":"Ironclad","url":"https://ironcladapp.com/","category":"contract workflow","geo":"United States/global","target":"legal and operations teams","model":"software","capabilities":"intake, drafting, approvals, obligation tracking","pricing":"custom","proof":"official product page","confidence":"high","relevance":"Case intake and approval workflow analogue."},
    {"name":"M-Files","url":"https://www.m-files.com/","category":"document management","geo":"Finland/global","target":"regulated organisations","model":"software","capabilities":"metadata, versioning, workflow, records, AI search","pricing":"custom","proof":"official product page","confidence":"high","relevance":"Metadata-first document repository reference."},
    {"name":"OpenText Documentum","url":"https://www.opentext.com/products/documentum","category":"enterprise content management","geo":"Canada/global","target":"regulated enterprises","model":"software","capabilities":"controlled documents, records, workflow, audit","pricing":"custom","proof":"official product page","confidence":"high","relevance":"Deep document-control benchmark."},
    {"name":"Box Governance","url":"https://www.box.com/industries/healthcare","category":"secure content/governance","geo":"United States/global","target":"healthcare and enterprises","model":"software","capabilities":"secure content, retention, collaboration, audit","pricing":"subscription/custom","proof":"official product page","confidence":"high","relevance":"Secure client document-room reference."},
    {"name":"Egnyte","url":"https://www.egnyte.com/solutions/healthcare","category":"secure content/compliance","geo":"United States/global","target":"healthcare and regulated organisations","model":"software","capabilities":"content governance, secure sharing, classification, audit","pricing":"custom","proof":"official product page","confidence":"high","relevance":"Secure evidence-vault benchmark."},
    {"name":"Laserfiche","url":"https://www.laserfiche.com/solutions/healthcare/","category":"content/process automation","geo":"United States/global","target":"healthcare organisations","model":"software","capabilities":"forms, workflow, records, document automation","pricing":"custom","proof":"official product page","confidence":"high","relevance":"Form-to-workflow automation reference."},
    {"name":"Hyland OnBase","url":"https://www.hyland.com/en/solutions/healthcare","category":"healthcare content management","geo":"United States/global","target":"healthcare organisations","model":"software","capabilities":"documents, workflow, records, case management","pricing":"custom","proof":"official product page","confidence":"high","relevance":"Healthcare content/case architecture benchmark."},
    {"name":"Nintex","url":"https://www.nintex.com/","category":"process/document automation","geo":"United States/global","target":"businesses","model":"software","capabilities":"forms, workflow, process mapping, automation","pricing":"custom","proof":"official product page","confidence":"high","relevance":"Low-code workflow reference."},
    {"name":"Kissflow","url":"https://kissflow.com/","category":"workflow automation","geo":"India/global","target":"businesses","model":"software","capabilities":"forms, approvals, cases, workflows, analytics","pricing":"subscription/custom","proof":"official product page","confidence":"high","relevance":"Composable intake/workflow benchmark."},
    {"name":"Pipefy","url":"https://www.pipefy.com/","category":"process automation","geo":"Brazil/global","target":"operations/compliance teams","model":"software","capabilities":"intake, workflows, approvals, SLAs, integrations","pricing":"subscription/custom","proof":"official product page","confidence":"high","relevance":"Case pipeline and handoff reference."},
    {"name":"Retool","url":"https://retool.com/","category":"internal tools/workflows","geo":"United States/global","target":"operations/engineering teams","model":"software","capabilities":"internal apps, forms, workflows, integrations","pricing":"subscription/custom","proof":"official product page","confidence":"high","relevance":"Rapid internal workspace benchmark."},
    {"name":"Appian","url":"https://appian.com/","category":"enterprise process automation","geo":"United States/global","target":"regulated enterprises","model":"software","capabilities":"case management, workflow, data fabric, AI","pricing":"custom","proof":"official product page","confidence":"high","relevance":"Enterprise case-management architecture reference."},
    {"name":"Pega","url":"https://www.pega.com/","category":"case/workflow automation","geo":"United States/global","target":"regulated enterprises","model":"software","capabilities":"case management, decisions, workflows, AI","pricing":"custom","proof":"official product page","confidence":"high","relevance":"Complex case reasoning/workflow reference."},
    {"name":"Salesforce Health Cloud","url":"https://www.salesforce.com/healthcare/","category":"healthcare CRM","geo":"United States/global","target":"healthcare organisations","model":"software","capabilities":"CRM, care coordination, workflows, analytics","pricing":"custom","proof":"official product page","confidence":"high","relevance":"CRM/context model benchmark."},
    {"name":"Microsoft Cloud for Healthcare","url":"https://www.microsoft.com/en-us/industry/health/microsoft-cloud-for-healthcare","category":"healthcare platform","geo":"United States/global","target":"healthcare organisations","model":"software","capabilities":"data, collaboration, workflows, AI, security","pricing":"custom","proof":"official product page","confidence":"high","relevance":"Platform/security/integration benchmark."},
    {"name":"ServiceNow Healthcare","url":"https://www.servicenow.com/industries/healthcare.html","category":"healthcare workflow","geo":"United States/global","target":"healthcare enterprises","model":"software","capabilities":"service/case workflows, risk, operations, automation","pricing":"custom","proof":"official product page","confidence":"high","relevance":"Workflow orchestration benchmark."},
    {"name":"Ncontracts","url":"https://www.ncontracts.com/","category":"financial/healthcare risk","geo":"United States","target":"regulated organisations","model":"software","capabilities":"vendor risk, compliance, policies, audits","pricing":"custom","proof":"official product page","confidence":"medium","relevance":"Third-party and compliance evidence model."},
    {"name":"SAI360","url":"https://www.sai360.com/","category":"GRC/training","geo":"United States/global","target":"regulated enterprises","model":"software","capabilities":"policy, risk, training, incidents, audits","pricing":"custom","proof":"official product page","confidence":"high","relevance":"Policy-to-training-to-evidence benchmark."},
    {"name":"360factors","url":"https://www.360factors.com/","category":"risk/compliance","geo":"United States/global","target":"regulated organisations","model":"software","capabilities":"risk, compliance, controls, issues, reporting","pricing":"custom","proof":"official product page","confidence":"medium","relevance":"Configurable compliance workflow reference."},
    {"name":"AuditComply","url":"https://auditcomply.com/","category":"audit/compliance","geo":"UK/global","target":"organisations and auditors","model":"software","capabilities":"audits, evidence, actions, reporting","pricing":"custom","proof":"official product page","confidence":"medium","relevance":"Small audit-platform comparator."},
    {"name":"Qualtrics XM for Healthcare","url":"https://www.qualtrics.com/healthcare/","category":"healthcare experience/quality","geo":"United States/global","target":"healthcare providers","model":"software","capabilities":"feedback, quality signals, analytics, action planning","pricing":"custom","proof":"official product page","confidence":"high","relevance":"Feedback-to-improvement loop reference."},
    {"name":"Press Ganey","url":"https://www.pressganey.com/","category":"healthcare quality","geo":"United States/global","target":"healthcare organisations","model":"software/services","capabilities":"quality measurement, feedback, benchmarking, improvement","pricing":"custom","proof":"official site","confidence":"high","relevance":"Quality-improvement evidence benchmark."},
    {"name":"CHKS","url":"https://www.chks.co.uk/","category":"healthcare accreditation","geo":"UK/global","target":"healthcare providers","model":"hybrid","capabilities":"accreditation, benchmarking, audit and improvement","pricing":"custom","proof":"official site","confidence":"medium","relevance":"Accreditation workflow comparator."},
    {"name":"Accreditation Canada","url":"https://accreditation.ca/","category":"healthcare accreditation","geo":"Canada/global","target":"healthcare organisations","model":"hybrid","capabilities":"standards, surveys, accreditation, improvement","pricing":"custom","proof":"official organisation site","confidence":"high","relevance":"External assessment and evidence model."},
    {"name":"The Joint Commission","url":"https://www.jointcommission.org/","category":"healthcare accreditation","geo":"United States","target":"healthcare organisations","model":"hybrid","capabilities":"standards, surveys, accreditation, performance improvement","pricing":"custom","proof":"official organisation site","confidence":"high","relevance":"Inspection/evidence ecosystem reference."},
    {"name":"CARF International","url":"https://carf.org/","category":"health/social-care accreditation","geo":"United States/global","target":"human-service providers","model":"hybrid","capabilities":"standards, accreditation surveys, improvement","pricing":"custom","proof":"official organisation site","confidence":"high","relevance":"Disability and human-services accreditation analogue."},
    {"name":"NCQA","url":"https://www.ncqa.org/","category":"healthcare quality accreditation","geo":"United States","target":"health plans/providers","model":"hybrid","capabilities":"standards, accreditation, measurement, audits","pricing":"custom","proof":"official organisation site","confidence":"high","relevance":"Quality-standard evidence model."},
    {"name":"ISOQAR","url":"https://isoqar.com/","category":"ISO certification","geo":"UK/global","target":"organisations seeking certification","model":"consultancy/hybrid","capabilities":"certification audits, standards, readiness","pricing":"custom","proof":"official site","confidence":"medium","relevance":"Certification journey comparator."},
    {"name":"BSI","url":"https://www.bsigroup.com/","category":"standards/certification","geo":"UK/global","target":"organisations","model":"hybrid","capabilities":"standards, certification, training, audits","pricing":"custom","proof":"official organisation site","confidence":"high","relevance":"Global assurance ecosystem benchmark."},
    {"name":"NSF","url":"https://www.nsf.org/","category":"standards/certification","geo":"United States/global","target":"regulated organisations","model":"hybrid","capabilities":"standards, audits, certification, training","pricing":"custom","proof":"official organisation site","confidence":"high","relevance":"Assurance and audit model reference."},
    {"name":"DNV","url":"https://www.dnv.com/","category":"assurance/certification","geo":"Norway/global","target":"regulated industries","model":"hybrid","capabilities":"certification, risk, audits, assurance","pricing":"custom","proof":"official organisation site","confidence":"high","relevance":"Global audit and assurance comparator."},
    {"name":"Bureau Veritas","url":"https://group.bureauveritas.com/","category":"testing/inspection/certification","geo":"France/global","target":"regulated industries","model":"hybrid","capabilities":"inspection, certification, audits, risk","pricing":"custom","proof":"official organisation site","confidence":"high","relevance":"Global assurance workflow benchmark."},
    {"name":"Lloyd's Register","url":"https://www.lr.org/","category":"assurance/certification","geo":"UK/global","target":"regulated industries","model":"hybrid","capabilities":"assurance, certification, training, risk","pricing":"custom","proof":"official organisation site","confidence":"high","relevance":"Assurance ecosystem reference."},
    {"name":"SISODIAS SISO Foundry","url":"https://github.com/sisodias/siso-foundry","category":"research/provenance infrastructure","geo":"global","target":"internal research teams","model":"open-source/internal","capabilities":"source ingestion, provenance, research corpus","pricing":"unknown","proof":"GitHub repository","confidence":"medium","relevance":"Candidate research data plane, not client case authority."},
    {"name":"SISO Evidence Engines","url":"https://github.com/sisodias/siso-evidence-engines","category":"evidence/provenance infrastructure","geo":"global","target":"internal agent teams","model":"open-source/internal","capabilities":"claims, sources, evidence grounding","pricing":"unknown","proof":"GitHub repository","confidence":"medium","relevance":"Pattern candidate for claim/evidence links."},
    {"name":"LangGraph","url":"https://github.com/langchain-ai/langgraph","category":"agent orchestration","geo":"global","target":"developers","model":"open-source","capabilities":"durable state, checkpoints, human-in-loop","pricing":"free/open source","proof":"GitHub repository","confidence":"high","relevance":"Workflow engine candidate after simpler state tests."},
    {"name":"Docling","url":"https://github.com/docling-project/docling","category":"document ingestion","geo":"global","target":"developers/knowledge teams","model":"open-source","capabilities":"PDF/DOCX/table extraction and conversion","pricing":"free/open source","proof":"GitHub repository","confidence":"high","relevance":"Strong local document-ingestion probe."},
    {"name":"pypdf","url":"https://github.com/py-pdf/pypdf","category":"PDF processing","geo":"global","target":"developers","model":"open-source","capabilities":"PDF forms, metadata, split/merge, extraction","pricing":"free/open source","proof":"GitHub repository","confidence":"high","relevance":"First low-complexity form-fill probe."},
    {"name":"Microsoft Presidio","url":"https://github.com/microsoft/presidio","category":"PII detection/redaction","geo":"global","target":"developers","model":"open-source","capabilities":"PII recognition, anonymisation, redaction","pricing":"free/open source","proof":"GitHub repository","confidence":"high","relevance":"Defense-in-depth privacy control."},
    {"name":"OpenPolicyAgent","url":"https://github.com/open-policy-agent/opa","category":"policy-as-code","geo":"global","target":"developers/platform teams","model":"open-source","capabilities":"policy evaluation, authorization, decision logs","pricing":"free/open source","proof":"GitHub repository","confidence":"high","relevance":"Deterministic policy/guardrail candidate."},
    {"name":"NocoDB","url":"https://github.com/nocodb/nocodb","category":"data/workflow platform","geo":"global","target":"developers/operations teams","model":"open-source","capabilities":"tables, forms, API, workflow-adjacent data","pricing":"open-source/cloud","proof":"GitHub repository","confidence":"high","relevance":"Prototype data-room option, not final authority."},
    {"name":"Appsmith","url":"https://github.com/appsmithorg/appsmith","category":"internal tools","geo":"global","target":"developers/operations teams","model":"open-source","capabilities":"internal apps, forms, APIs, permissions","pricing":"open-source/cloud","proof":"GitHub repository","confidence":"high","relevance":"Rapid internal front-end candidate."},
    {"name":"Directus","url":"https://github.com/directus/directus","category":"data/content platform","geo":"global","target":"developers","model":"open-source","capabilities":"headless data, permissions, workflows, APIs","pricing":"open-source/cloud","proof":"GitHub repository","confidence":"high","relevance":"Metadata and role-based data-room candidate."},
    {"name":"Paperless-ngx","url":"https://github.com/paperless-ngx/paperless-ngx","category":"document management","geo":"global","target":"organisations","model":"open-source","capabilities":"OCR, tagging, document archive and search","pricing":"free/open source","proof":"GitHub repository","confidence":"high","relevance":"Evidence archive prototype candidate."},
    {"name":"Form.io","url":"https://github.com/formio/formio.js","category":"forms/workflow","geo":"global","target":"developers","model":"open-source/commercial","capabilities":"JSON forms, validation, submissions, components","pricing":"mixed","proof":"GitHub repository","confidence":"high","relevance":"Dynamic intake/form layer candidate."},
    {"name":"n8n","url":"https://github.com/n8n-io/n8n","category":"workflow automation","geo":"global","target":"developers/operations","model":"open-source/cloud","capabilities":"integrations, triggers, approvals, jobs","pricing":"mixed","proof":"GitHub repository","confidence":"high","relevance":"Integration glue candidate."},
    {"name":"Temporal","url":"https://github.com/temporalio/temporal","category":"durable workflows","geo":"global","target":"developers","model":"open-source/cloud","capabilities":"durable execution, retries, timers, signals","pricing":"mixed","proof":"GitHub repository","confidence":"high","relevance":"Potential later workflow substrate."},
    {"name":"Zammad","url":"https://github.com/zammad/zammad","category":"support/case management","geo":"Germany/global","target":"service teams","model":"open-source/cloud","capabilities":"tickets, knowledge base, roles, audit history","pricing":"open-source/cloud","proof":"GitHub repository","confidence":"high","relevance":"Client-support/case UX reference."},
    {"name":"Chatwoot","url":"https://github.com/chatwoot/chatwoot","category":"customer communication","geo":"India/global","target":"support teams","model":"open-source/cloud","capabilities":"inbox, conversations, automations, integrations","pricing":"open-source/cloud","proof":"GitHub repository","confidence":"high","relevance":"Client communication layer reference."},
    {"name":"OpenProject","url":"https://github.com/opf/openproject","category":"project/work management","geo":"Germany/global","target":"teams","model":"open-source/cloud","capabilities":"projects, tasks, documents, workflows","pricing":"open-source/cloud","proof":"GitHub repository","confidence":"high","relevance":"Task/gap tracking reference."},
    {"name":"Plane","url":"https://github.com/makeplane/plane","category":"project management","geo":"India/global","target":"teams","model":"open-source/cloud","capabilities":"issues, projects, cycles, views","pricing":"open-source/cloud","proof":"GitHub repository","confidence":"high","relevance":"Gap/task UX reference, not case authority."},
    {"name":"Twenty CRM","url":"https://github.com/twentyhq/twenty","category":"CRM","geo":"France/global","target":"teams","model":"open-source/cloud","capabilities":"contacts, companies, pipelines, permissions","pricing":"open-source/cloud","proof":"GitHub repository","confidence":"high","relevance":"CRM context layer reference."},
    {"name":"ERPNext","url":"https://github.com/frappe/erpnext","category":"ERP/workflow","geo":"India/global","target":"SMBs","model":"open-source/cloud","capabilities":"CRM, HR, finance, documents, workflows","pricing":"open-source/cloud","proof":"GitHub repository","confidence":"high","relevance":"Broad business-system reference, likely overlarge."},
    {"name":"Frappe Framework","url":"https://github.com/frappe/frappe","category":"business application framework","geo":"India/global","target":"developers","model":"open-source","capabilities":"metadata, permissions, workflows, forms, APIs","pricing":"free/open source","proof":"GitHub repository","confidence":"high","relevance":"Potential internal-tool foundation."},
    {"name":"Cal.com","url":"https://github.com/calcom/cal.com","category":"scheduling","geo":"global","target":"service businesses","model":"open-source/cloud","capabilities":"booking, routing, workflows, integrations","pricing":"mixed","proof":"GitHub repository","confidence":"high","relevance":"Client consultation intake reference."},
    {"name":"Keycloak","url":"https://github.com/keycloak/keycloak","category":"identity/access","geo":"global","target":"developers","model":"open-source","capabilities":"SSO, roles, tenants, identity federation","pricing":"free/open source","proof":"GitHub repository","confidence":"high","relevance":"Identity boundary candidate."},
    {"name":"MinIO","url":"https://github.com/minio/minio","category":"object storage","geo":"global","target":"developers","model":"open-source","capabilities":"S3-compatible storage, versioning, retention","pricing":"mixed","proof":"GitHub repository","confidence":"high","relevance":"Evidence-vault substrate candidate."},
    {"name":"OpenSearch","url":"https://github.com/opensearch-project/OpenSearch","category":"search","geo":"global","target":"developers","model":"open-source","capabilities":"full-text search, indexing, access controls","pricing":"free/open source","proof":"GitHub repository","confidence":"high","relevance":"Search layer candidate for evidence corpus."},
    {"name":"Haystack","url":"https://github.com/deepset-ai/haystack","category":"RAG/agent framework","geo":"Germany/global","target":"developers","model":"open-source","capabilities":"retrieval, pipelines, agents, evaluation","pricing":"free/open source","proof":"GitHub repository","confidence":"high","relevance":"Retrieval/evaluation reference."},
    {"name":"LlamaIndex","url":"https://github.com/run-llama/llama_index","category":"RAG/data framework","geo":"United States/global","target":"developers","model":"open-source","capabilities":"connectors, indexing, retrieval, agents","pricing":"free/open source","proof":"GitHub repository","confidence":"high","relevance":"Document knowledge-layer reference."},
    {"name":"Microsoft GraphRAG","url":"https://github.com/microsoft/graphrag","category":"knowledge retrieval","geo":"global","target":"developers","model":"open-source","capabilities":"graph indexing, entity extraction, retrieval","pricing":"free/open source","proof":"GitHub repository","confidence":"high","relevance":"Useful only if cross-case relationships justify graph complexity."},
    {"name":"Open WebUI","url":"https://github.com/open-webui/open-webui","category":"AI workspace","geo":"global","target":"teams","model":"open-source","capabilities":"chat, models, documents, permissions","pricing":"free/open source","proof":"GitHub repository","confidence":"high","relevance":"Agent front-door UX reference."},
    {"name":"LibreChat","url":"https://github.com/danny-avila/LibreChat","category":"AI workspace","geo":"global","target":"teams","model":"open-source","capabilities":"multi-model chat, agents, files, roles","pricing":"free/open source","proof":"GitHub repository","confidence":"high","relevance":"Multi-agent front-door reference."},
    {"name":"Dify","url":"https://github.com/langgenius/dify","category":"LLM application platform","geo":"China/global","target":"developers/teams","model":"open-source/cloud","capabilities":"knowledge bases, workflows, agents, evaluation","pricing":"mixed","proof":"GitHub repository","confidence":"high","relevance":"Fast agent product prototype candidate."},
    {"name":"Flowise","url":"https://github.com/FlowiseAI/Flowise","category":"LLM workflow builder","geo":"global","target":"developers/teams","model":"open-source/cloud","capabilities":"visual chains, agents, RAG, tools","pricing":"mixed","proof":"GitHub repository","confidence":"high","relevance":"Rapid experimentation reference."},
    {"name":"Langfuse","url":"https://github.com/langfuse/langfuse","category":"LLM observability/evaluation","geo":"Germany/global","target":"developers","model":"open-source/cloud","capabilities":"traces, prompts, evaluations, cost, datasets","pricing":"mixed","proof":"GitHub repository","confidence":"high","relevance":"Agent QA and cost observability candidate."},
    {"name":"Phoenix","url":"https://github.com/Arize-ai/phoenix","category":"LLM observability/evaluation","geo":"United States/global","target":"developers","model":"open-source/cloud","capabilities":"tracing, evals, retrieval/agent diagnostics","pricing":"mixed","proof":"GitHub repository","confidence":"high","relevance":"Evaluation and regression reference."},
    {"name":"Ragas","url":"https://github.com/explodinggradients/ragas","category":"RAG evaluation","geo":"global","target":"developers","model":"open-source","capabilities":"faithfulness, relevance and retrieval evaluation","pricing":"free/open source","proof":"GitHub repository","confidence":"high","relevance":"Golden-case evaluation candidate."},
    {"name":"Guardrails AI","url":"https://github.com/guardrails-ai/guardrails","category":"LLM validation","geo":"United States/global","target":"developers","model":"open-source","capabilities":"structured outputs, validators, guardrails","pricing":"mixed","proof":"GitHub repository","confidence":"high","relevance":"Output validation pattern."},
    {"name":"PydanticAI","url":"https://github.com/pydantic/pydantic-ai","category":"typed agent framework","geo":"global","target":"developers","model":"open-source","capabilities":"typed outputs, tools, validation, dependency injection","pricing":"free/open source","proof":"GitHub repository","confidence":"high","relevance":"Small typed agent implementation candidate."},
    {"name":"CrewAI","url":"https://github.com/crewAIInc/crewAI","category":"multi-agent framework","geo":"global","target":"developers","model":"open-source/cloud","capabilities":"role agents, tasks, tools, workflows","pricing":"mixed","proof":"GitHub repository","confidence":"high","relevance":"Multi-agent experiment reference, not evidence authority."},
    {"name":"AutoGen","url":"https://github.com/microsoft/autogen","category":"multi-agent framework","geo":"global","target":"developers","model":"open-source","capabilities":"agent conversations, tools, workflows","pricing":"free/open source","proof":"GitHub repository","confidence":"high","relevance":"Agent coordination reference."},
    {"name":"Semantic Kernel","url":"https://github.com/microsoft/semantic-kernel","category":"agent/orchestration framework","geo":"global","target":"developers","model":"open-source","capabilities":"plugins, planners, memory, process workflows","pricing":"free/open source","proof":"GitHub repository","confidence":"high","relevance":"Enterprise agent integration reference."},
    {"name":"OpenFGA","url":"https://github.com/openfga/openfga","category":"authorization","geo":"global","target":"developers","model":"open-source","capabilities":"relationship-based access control","pricing":"mixed","proof":"GitHub repository","confidence":"high","relevance":"Tenant/case authorization candidate."},
    {"name":"OPA Gatekeeper","url":"https://github.com/open-policy-agent/gatekeeper","category":"policy enforcement","geo":"global","target":"developers","model":"open-source","capabilities":"Kubernetes policy enforcement and audit","pricing":"free/open source","proof":"GitHub repository","confidence":"medium","relevance":"Infrastructure guardrail, not product core."},
    {"name":"OpenBao","url":"https://github.com/openbao/openbao","category":"secrets management","geo":"global","target":"developers","model":"open-source","capabilities":"secrets, encryption, auth, leases","pricing":"free/open source","proof":"GitHub repository","confidence":"high","relevance":"Security substrate candidate."},
    {"name":"OpenMetadata","url":"https://github.com/open-metadata/OpenMetadata","category":"data catalog/governance","geo":"global","target":"developers","model":"open-source","capabilities":"metadata, lineage, ownership, governance","pricing":"open-source/cloud","proof":"GitHub repository","confidence":"high","relevance":"Source/evidence metadata pattern."},
    {"name":"DataHub","url":"https://github.com/datahub-project/datahub","category":"data catalog/governance","geo":"global","target":"developers","model":"open-source/cloud","capabilities":"metadata, lineage, search, governance","pricing":"mixed","proof":"GitHub repository","confidence":"high","relevance":"Provenance and lineage reference."},
    {"name":"Meltano","url":"https://github.com/meltano/meltano","category":"data integration","geo":"global","target":"developers","model":"open-source","capabilities":"extract/load pipelines, Singer integrations","pricing":"free/open source","proof":"GitHub repository","confidence":"medium","relevance":"Connector/pipeline reference."},
    {"name":"Airbyte","url":"https://github.com/airbytehq/airbyte","category":"data integration","geo":"global","target":"developers","model":"open-source/cloud","capabilities":"connectors, syncs, data movement","pricing":"mixed","proof":"GitHub repository","confidence":"high","relevance":"External system ingestion candidate."},
    {"name":"Dagster","url":"https://github.com/dagster-io/dagster","category":"data orchestration","geo":"global","target":"developers","model":"open-source/cloud","capabilities":"asset pipelines, schedules, lineage, checks","pricing":"mixed","proof":"GitHub repository","confidence":"high","relevance":"Research ingestion/reproducibility reference."},
    {"name":"Great Expectations","url":"https://github.com/great-expectations/great_expectations","category":"data quality","geo":"global","target":"developers","model":"open-source/cloud","capabilities":"expectations, validation, data docs","pricing":"mixed","proof":"GitHub repository","confidence":"high","relevance":"Evidence/data quality checks candidate."},
    {"name":"OpenAPI Generator","url":"https://github.com/OpenAPITools/openapi-generator","category":"API tooling","geo":"global","target":"developers","model":"open-source","capabilities":"typed API clients/servers from contracts","pricing":"free/open source","proof":"GitHub repository","confidence":"medium","relevance":"Contract-first integration reference."},
    {"name":"PostHog","url":"https://github.com/PostHog/posthog","category":"product analytics","geo":"UK/global","target":"software teams","model":"open-source/cloud","capabilities":"events, funnels, feature flags, session replay","pricing":"mixed","proof":"GitHub repository","confidence":"medium","relevance":"Internal product evaluation reference."},
    {"name":"Sentry","url":"https://github.com/getsentry/sentry","category":"application observability","geo":"United States/global","target":"developers","model":"open-source/cloud","capabilities":"errors, performance, alerts, audit events","pricing":"mixed","proof":"GitHub repository","confidence":"medium","relevance":"Operational reliability reference."},
    {"name":"OpenTelemetry","url":"https://github.com/open-telemetry/opentelemetry-collector","category":"observability","geo":"global","target":"developers","model":"open-source","capabilities":"traces, metrics, logs, export pipelines","pricing":"free/open source","proof":"GitHub repository","confidence":"high","relevance":"Audit and agent telemetry substrate."}
  ],
  "deepProfiles": [
    {"name":"Gatekeeper","workflow":"Maintains obligations and third-party records, links evidence to obligations, tracks gaps and produces audit-ready reporting.","learn":"Obligation-to-evidence graph, audit pack export, provider-specific dashboard.","url":"https://www.gatekeeperhq.com/aged-care-compliance"},
    {"name":"Nomotix","workflow":"Reads care/HR/incident systems, classifies evidence against aged-care and NDIS outcomes, triages gaps and routes work to people.","learn":"Continuous posture, gap ownership, local-data promise, integration-over-rip-and-replace.","url":"https://nomotix.com/"},
    {"name":"AlwaysReady Care","workflow":"Captures evidence, maps it to CQC questions/statements, tracks corrective actions and exports inspection packs.","learn":"Fast evidence capture and inspection-oriented presentation.","url":"https://apps.teamzlab.com/always-ready-care/"},
    {"name":"CareDocs","workflow":"Combines controlled policy/document content with care records, audits and compliance checklists for care homes.","learn":"Content subscription plus operational evidence.","url":"https://www.caredocs.co.uk/"},
    {"name":"Radar Healthcare","workflow":"Centralises incidents, risks, audits, policies and actions, then reports trends to care leadership.","learn":"Quality-event-to-action lifecycle.","url":"https://radarhealthcare.com/"},
    {"name":"QCS","workflow":"Provides editable care policies, regulatory updates, templates, training and advisory support around a subscription library.","learn":"Consultancy/content hybrid and update distribution.","url":"https://www.qcs.co.uk/"},
    {"name":"CareLineLive","workflow":"Connects client/care plans, mobile worker records, scheduling, billing and compliance reporting for home-care operators.","learn":"Operational source-of-truth integration and exportable audit trail.","url":"https://carelinelive.com/"},
    {"name":"Complycia","workflow":"Collects agency details and generates a state-aligned compliance binder for US home-care licensure, sold as a fixed package.","learn":"Narrow, fast, productised submission bundle and transparent pricing.","url":"https://complycia.com/"},
    {"name":"MedTrainer","workflow":"Combines policies, training, credentialing, risk and audit evidence into a healthcare compliance platform.","learn":"People/evidence lifecycle in one product.","url":"https://medtrainer.com/"},
    {"name":"Relias","workflow":"Assigns learning and competency content, tracks completion and reports workforce compliance to care organisations.","learn":"Credential/training evidence should be a first-class module.","url":"https://www.relias.com/healthcare"},
    {"name":"symplr","workflow":"Uses provider/workforce data to manage credentialing, privileging, access and operational compliance across health systems.","learn":"Role, evidence, expiry and approval state modelling.","url":"https://www.symplr.com/"},
    {"name":"Vanta","workflow":"Connects systems, continuously collects control evidence, assigns remediation and supports audit/customer trust outputs.","learn":"Automated evidence collectors and trust-facing summaries.","url":"https://www.vanta.com/"},
    {"name":"Drata","workflow":"Maps frameworks to controls, monitors evidence sources, flags exceptions and coordinates auditor review.","learn":"Control status, ownership and auditor collaboration.","url":"https://drata.com/"},
    {"name":"AuditBoard","workflow":"Plans audits, maps risks and controls, gathers workpapers/evidence, tracks findings and generates board reporting.","learn":"Mature audit planning and finding closure.","url":"https://www.auditboard.com/"},
    {"name":"Diligent","workflow":"Links governance, policy, risk and compliance data into executive dashboards and managed workflows.","learn":"Leadership-facing governance layer.","url":"https://www.diligent.com/industries/healthcare"},
    {"name":"ServiceNow GRC","workflow":"Turns policies and controls into assignments, evidence requests, risks, issues and workflow automations integrated with enterprise systems.","learn":"Integration and workflow orchestration, but likely too heavy initially.","url":"https://www.servicenow.com/products/governance-risk-compliance.html"},
    {"name":"Qualio","workflow":"Controls quality documents, training, quality events and regulatory submission readiness in a regulated-company eQMS.","learn":"Document versioning plus submission readiness.","url":"https://www.qualio.com/"},
    {"name":"Veeva Vault Quality","workflow":"Manages controlled documents, deviations, CAPA, training and audit trails within a validated life-sciences platform.","learn":"Strict controlled-document and quality-event lifecycle.","url":"https://www.veeva.com/products/vault-quality/"},
    {"name":"MasterControl","workflow":"Connects document control, training, CAPA, audits and submissions with configured approvals and traceability.","learn":"End-to-end regulated quality lifecycle.","url":"https://www.mastercontrol.com/"},
    {"name":"Rimsys","workflow":"Maintains product registration records, regulatory requirements, submissions and market-state reporting.","learn":"Registration inventory and change tracking.","url":"https://www.rimsys.io/"},
    {"name":"RegDesk","workflow":"Guides medical-device teams through market-specific pathways, submission content and regulatory intelligence.","learn":"Jurisdiction-aware pathway decomposition.","url":"https://www.regdesk.co/"},
    {"name":"M-Files","workflow":"Stores content by metadata rather than folders, controls versions and permissions, and automates review/retention workflows.","learn":"Metadata-first evidence vault and supersession.","url":"https://www.m-files.com/"},
    {"name":"Laserfiche","workflow":"Builds forms, document capture, approvals and process automations on a content repository.","learn":"Form-to-case automation without bespoke UI for every workflow.","url":"https://www.laserfiche.com/solutions/healthcare/"},
    {"name":"Appian","workflow":"Models complex cases over shared data, routes human approvals and automates decisions across systems.","learn":"Case-management pattern; defer enterprise complexity.","url":"https://appian.com/"},
    {"name":"Pipefy","workflow":"Uses configurable intake forms, pipeline stages, SLAs, approvals and integrations to move cases through repeatable processes.","learn":"Simple visual case pipeline and handoff UX.","url":"https://www.pipefy.com/"},
    {"name":"Docling","workflow":"Converts PDFs, DOCX and tables into structured document representations locally for downstream retrieval/extraction.","learn":"Probe against real master packs before adopting.","url":"https://github.com/docling-project/docling"},
    {"name":"LangGraph","workflow":"Represents long-running agent work as persisted stateful graphs with checkpoints, interrupts and human approval steps.","learn":"Useful when application stages need durable resumability.","url":"https://github.com/langchain-ai/langgraph"},
    {"name":"OpenPolicyAgent","workflow":"Evaluates versioned policies against structured inputs and returns deterministic allow/deny decisions with explainability hooks.","learn":"Keep regulatory and safety gates deterministic outside the model.","url":"https://github.com/open-policy-agent/opa"},
    {"name":"Dify","workflow":"Combines knowledge bases, model workflows, tool calls, agent steps and basic evaluation in a deployable workspace.","learn":"Fast prototype front door, but evidence authority must remain owned.","url":"https://github.com/langgenius/dify"},
    {"name":"Langfuse","workflow":"Captures model traces, prompts, costs, retrieval context and evaluation datasets for agent QA.","learn":"Observability and golden-case regression are essential.","url":"https://github.com/langfuse/langfuse"}
  ],
  "archetypes": [
    {"name":"Regulated provider operating suite","examples":["Lumary","AlayaCare","WellSky","CareLineLive","Acredia"],"core":"care records, workforce, scheduling, finance; compliance is usually a module"},
    {"name":"Inspection/audit readiness layer","examples":["Gatekeeper","Nomotix","Willow","AlwaysReady Care","Radar Healthcare"],"core":"framework mapping, evidence, gaps, actions, audit packs"},
    {"name":"Policy/content plus consultancy","examples":["QCS","CQC Compliance","Freyr","SimiTree"],"core":"templates and expert help; often weak on durable case state"},
    {"name":"Enterprise GRC","examples":["Diligent","AuditBoard","ServiceNow GRC","MetricStream","RSA Archer"],"core":"controls, risks, audits, issues, executive reporting; expensive/configurable"},
    {"name":"Regulatory submission/eQMS","examples":["Qualio","Veeva Vault Quality","MasterControl","Rimsys","RegDesk"],"core":"controlled content, traceability, submissions, approvals, validation"},
    {"name":"Workforce credential/compliance","examples":["Relias","MedTrainer","symplr","VerityStream","Silversheet"],"core":"people, qualifications, checks, expiries, training, approvals"},
    {"name":"Composable open-source substrate","examples":["Docling","pypdf","LangGraph","OPA","Directus","MinIO"],"core":"building blocks; requires product-specific case authority and controls"}
  ],
  "featureFrequency": [
    {"feature":"evidence/document repository","prevalence":"very high","implication":"table stakes; differentiate with claim-level provenance and case context"},
    {"feature":"policy/template library","prevalence":"very high","implication":"needed, but version/supersession and client ownership matter"},
    {"feature":"audits/checklists/gap actions","prevalence":"very high","implication":"core workflow; assign every gap to consultant/client/system"},
    {"feature":"people/credential/expiry tracking","prevalence":"high","implication":"first-class evidence type for provider applications"},
    {"feature":"regulatory framework mapping","prevalence":"high","implication":"must be jurisdiction/category/version aware"},
    {"feature":"submission packaging","prevalence":"medium","implication":"high-value whitespace for Australian provider consultants"},
    {"feature":"client context/backstory modelling","prevalence":"low","implication":"primary product wedge"},
    {"feature":"client comprehension/approval/declaration","prevalence":"low","implication":"trust and defensibility wedge"},
    {"feature":"post-registration obligations","prevalence":"medium","implication":"retention and recurring revenue opportunity"},
    {"feature":"AI-generated drafts with evidence citations","prevalence":"emerging","implication":"must be bounded by source/approval controls"}
  ],
  "geographyCounts": {"Australia/NZ":"23+","UK/Ireland":"20+","North America":"45+","Europe":"25+","Asia-Pacific/India":"15+","global/open-source":"50+"},
  "top25LearningShortlist": ["Nomotix","Gatekeeper","Willow","AlwaysReady Care","CareDocs","Radar Healthcare","QCS","Complycia","MedTrainer","Relias","symplr","Vanta","Drata","AuditBoard","Diligent","ServiceNow GRC","Qualio","Veeva Vault Quality","MasterControl","Rimsys","RegDesk","M-Files","Docling","LangGraph","OpenPolicyAgent"],
  "whiteSpace": ["A case-first provider-registration workspace that stores backstory, scope, roles, evidence and decisions together.","A safe bridge from consultant reasoning to client-owned answers, approvals and declarations.","Australian Aged Care/NDIS category-aware submission readiness with versioned regulatory sources.","A single evidence graph spanning policies, people, financial assumptions, forms and audit requests.","A post-registration lifecycle for renewals, variations, incidents, audits and changing standards.","A frontend that exposes research packs and source confidence without forcing agents to read opaque PDFs or giant prompts."]
}