Service

Healthcare AI Development — Compliant, Auditable, Production-Ready

Build compliant healthcare and disability services AI with de-identification, audit trails, human-in-the-loop safeguards, and Australian data sovereignty.

Healthcare AI Development — Compliant, Auditable, Production-Ready

What we build

Codse Tech builds AI-powered software for healthcare providers and disability service organisations. Every system ships with compliance controls, audit trails, and human review workflows.

  • NDIS participant management with AI-assisted care plans and progress notes
  • Incident reporting systems aligned with Quality and Safeguards Commission requirements
  • Document intelligence for assessments, reports, and plan reviews
  • Goal tracking with longitudinal progress analysis
  • PRODA integration for automated service bookings and claims

Healthcare AI requires different engineering

Generic AI development skips the constraints that matter in healthcare. Medical and disability service software needs:

RequirementWhat it means in practice
De-identificationPII stripped or masked before AI processing
Audit trailsEvery AI-generated output logged with input, model version, and reviewer
Human-in-the-loopClinicians or support workers review and approve all AI drafts
Data sovereigntyHosted on Australian infrastructure, APP 8 compliant
Incident-ready loggingFull traceability for Commission or OAIC investigations

AI capabilities for healthcare

Progress note generation

Support workers enter dot points or voice recordings. AI drafts structured notes linked to participant goals. Workers review and approve.

Document intelligence

Assessments, reports, and medical records are parsed, summarised, and cross-referenced against participant profiles automatically.

Incident pattern detection

Structured incident data is analysed for recurring patterns by time, location, staff combination, or behaviour support plan gaps.

Goal tracking analysis

Longitudinal progress note analysis identifies whether participants are tracking toward plan goals or need early review.

Compliance frameworks we build for

  • NDIS Quality and Safeguards Commission: incident management, restrictive practice reporting, complaints registers, worker screening verification
  • Australian Privacy Act (APPs): data collection, use, disclosure, cross-border transfer, and breach notification
  • Notifiable Data Breaches scheme: automated detection and reporting workflows for breaches involving personal information
  • Data sovereignty: Australian-hosted infrastructure with no offshore data processing

Sectors

  • NDIS registered providers (SIL, community access, therapy, plan management)
  • Allied health practices
  • Aged care providers
  • Mental health services
  • Health-adjacent SaaS platforms

Pricing

EngagementTypical rangeTimeline
Discovery and compliance audit$5K-$15K2-3 weeks
MVP platform$40K-$80K8-12 weeks
Full platform with AI$80K-$180K16-24 weeks
Ongoing support$3K-$8K/moMonthly

FAQ

What is healthcare AI development?+

Building AI systems for healthcare and disability services that meet regulatory requirements for data privacy, auditability, and clinical safety.

Can AI be used in NDIS software?+

Yes. AI assists with progress note drafting, goal tracking analysis, incident pattern detection, and document intelligence. All outputs require human review.

What compliance standards apply to healthcare AI in Australia?+

The Australian Privacy Act and Australian Privacy Principles, NDIS Practice Standards, and the Notifiable Data Breaches scheme all apply depending on the provider type and data handled.

How do you handle patient data with AI?+

De-identification before processing, least-privilege access controls, audit logging for every AI interaction, and mandatory human-in-the-loop review before any output enters the record.

How long does it take to build healthcare AI software?+

An MVP with core modules takes 8 to 12 weeks. A full platform with AI features, mobile support, and compliance automation takes 16 to 24 weeks. Discovery adds 2 to 3 weeks.

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Ready to start?

Get a fixed-scope proposal with timeline, deliverables, and technical plan.