Occupational therapy is one of New Zealand’s most essential allied health professions — and one of the most documentation-heavy. From ACC reports to home modification assessments, sensory profiles to workplace assessments, OTs spend enormous time writing. AI is changing that.
The OT Documentation Burden
New Zealand occupational therapists consistently report that administrative work takes 35–45% of their working hours. In a profession built around enabling participation and function, that’s time stolen from clients. AI can return much of it.
How AI Helps OTs
1. Assessment Report Writing
OT assessments — functional assessments, home modifications, cognitive assessments, workplace ergonomics — follow consistent structures. AI can draft these reports from bullet-point notes, observation summaries, or dictated content, cutting writing time by 50–70% while maintaining clinical accuracy (with your review).
2. ACC Documentation
ACC treatment plans, progress reports, and cover letters are a significant burden for NZ OTs working in rehabilitation. AI can draft ACC-formatted documents from clinical notes, ensuring nothing is missed while dramatically reducing writing time.
3. Home Modification Reports
Detailed home modification recommendations — bathroom grab rails, ramp specifications, kitchen adaptations — can be templated and personalised quickly with AI. Include the client’s specific needs and AI produces a comprehensive, well-structured recommendation document.
4. Client Education Resources
Energy conservation guides, joint protection strategies, daily routine planners, and condition-specific handouts — all can be created in plain English (or adapted for different literacy levels) using AI. This is especially valuable for clients with cognitive or literacy challenges who need simplified materials.
5. Sensory Processing Profiles and Plans
For OTs working in paediatrics or with neurodivergent clients, AI can help draft sensory profiles, school-based support plans, and parent/caregiver guides based on assessment findings — reducing time while improving consistency.
6. Workplace Ergonomics Reports
Workplace assessments generate significant documentation. AI can produce structured ergonomic reports, risk assessment summaries, and employer recommendation letters quickly and consistently — a significant time-saver for OTs doing volume workstation assessments.
Privacy and Ethics
New Zealand OTs must comply with the Health Information Privacy Code and OTBNZ professional standards. When using AI with client information:
- De-identify all client information before using general AI tools
- Never paste names, NHI numbers, or identifying details into ChatGPT or similar public tools
- Use AI to draft structure and language, then populate with client-specific detail in your own secure system
- Always review AI-generated clinical content before signing
Time Savings: What NZ OTs Are Reporting
OTs using AI for documentation commonly report:
- Home modification reports: 90 minutes → 25 minutes
- ACC progress reports: 45 minutes → 15 minutes
- Client education handouts: 30 minutes → 5 minutes
- Workplace ergonomic reports: 60 minutes → 20 minutes
Across a full caseload, that’s 5–8 hours per week returned to clinical work or personal time.
Getting Started
The best starting point: take your most commonly written document — perhaps an ACC progress report or home modification recommendation — and spend 30 minutes building an AI template for it. By the end of that session, you’ll have a reusable tool that saves time every single week.
GenAI Training NZ offers practical, allied-health-specific AI training that fits around your clinical work. Start with a free AI Assessment to identify your highest-impact opportunities.




