ChatGPT for Otago health and social service offices
Choose an administrative task with a clear answer and a clear reviewer. We teach health office teams to prepare useful ChatGPT drafts while keeping sensitive records outside the training exercise.
- Employees in health
- 14,550Otago, February 2025
- Share of Otago employees
- 11.5%11 of 16 regions
- Share across New Zealand
- 12.0%all regions, February 2025
- Location quotient
- 0.96×close to the national share
Health in Otago
Mercy Hospital's published services place surgical, cardiac and oncology care in Dunedin. Dunstan Hospital's outpatient information describes care in Clyde and chemotherapy access for Central Otago and Upper Clutha. A provider's office needs accurate service material across these different settings, which makes source checking a practical learning goal.1,2
Imagine a generic Alexandra service office preparing an internal activity report. The workshop uses fictional counts in a synthetic dataset and an answer key made by the organiser. Participants investigate the table, explain limitations and draft commentary that the manager can compare with the checked result.
Paid employees in health went from 12,871 in February 2020 to 14,550 in February 2025 (+13.0%).
Share of paid employees in health, by region
| Region | Chart | Share | NZ | × |
|---|---|---|---|---|
| Northland | 17.3% | 12.0% | 1.4× | |
| Nelson | 15.4% | 12.0% | 1.3× | |
| Manawatū-Whanganui | 14.0% | 12.0% | 1.2× | |
| Gisborne | 14.0% | 12.0% | 1.2× | |
| Bay of Plenty | 13.1% | 12.0% | 1.1× | |
| Waikato | 12.8% | 12.0% | 1.1× | |
| Taranaki | 12.7% | 12.0% | 1.1× | |
| Canterbury | 12.2% | 12.0% | 1.0× | |
| Hawke's Bay | 12.0% | 12.0% | 1.0× | |
| Wellington | 11.9% | 12.0% | 1.0× | |
| Otago (this page) | 11.5% | 12.0% | 1.0× | |
| West Coast | 11.3% | 12.0% | 0.9× | |
| Auckland | 11.1% | 12.0% | 0.9× | |
| Southland | 11.1% | 12.0% | 0.9× | |
| Marlborough | 9.5% | 12.0% | 0.8× | |
| Tasman | 7.5% | 12.0% | 0.6× |
Paid employees at business locations in the region, February 2025. The tick marks the national share. × is the regional share divided by the national share.
Source: Stats NZ, Business Demography Statistics, February 2020 and 2025.
Local context
- Otago-linked healthy-ageing AI research is described in a university announcement. Its assessment project includes a Christchurch-based lead. It shows research activity, but cannot establish local approval of ChatGPT or demonstrated results for a provider's office.33
Organisations are named for local context only. No relationship with them is implied.
Towns in Otago
Each town page has its own figures and local brief.
Or see ChatGPT training across Otago.
Where ChatGPT helps health teams
Analyse a fictional service activity file
Data analysis can examine a structured upload. Use a synthetic table to practise identifying missing categories and comparing recorded activity across reporting periods. Ask ChatGPT to show its calculations and explain exclusions. A manager checks against the answer key before drafting conclusions, and keeps small or ambiguous groups out of any public interpretation.5
- Service reporting administrator
- ChatGPT data analysis
Keep public references in a Project
Projects combine related files, chats and instructions. Build a training Project containing cleared public service descriptions and an approved writing guide. Ask for a draft information note with unanswered service questions listed below it. The coordinator verifies the intended audience and contact routes, then sends unresolved content to the person who owns that service information.6
- Service communications officer
- ChatGPT Projects
Test an administration helper
A custom GPT can hold instructions and reference files for repeated preparation work. Prototype an internal helper for fictional purchasing requests in a Project or a custom GPT, asking it to identify missing approval details. Test vague and unsupported requests before sharing it. Keep the helper away from patient records and ensure its answer points to the approved process rather than inventing a manager's approval.5 OpenAI now plans to retire custom GPTs in favour of plugins, so check the organisation's workspace before building one and keep the instructions portable.7
- Practice or facility manager
- Reusable instructions (Projects or plugins)
Inspect a public document upload
Use file upload to question a public service document. Participants ask ChatGPT to identify unclear instructions and suggest questions a reader might have. They check each finding against the source page and decide whether it is an actual problem. Rewrite only after the service owner confirms the meaning, particularly where the wording could be read as clinical advice.5
- Quality improvement coordinator
- ChatGPT file analysis
Draft commentary from a synthetic report
- Prepare fictional reporting data and an independently checked result.
- State the definitions and exclusions in the prompt.
- Ask for a calculation table before requesting prose.
- Compare the table with the answer key and resolve differences.
- Approve the final commentary with the manager who owns the report.
Courses
1Introductory
ChatGPT essentials workshop
A hands-on first session: clear prompts, files, data analysis, Projects and search, practised on tasks your team already does.
2Organisation
ChatGPT Business and Enterprise rollout
Set up a ChatGPT workspace properly: plan choice, admin settings, an AI use policy, shared skills and Projects, and support that keeps people using it.
Health in other regions
- Auckland
- Canterbury
- Wellington
- Waikato
- Bay of Plenty
- Manawatū-Whanganui
- Northland
- Hawke's Bay
- Taranaki
- Southland
- Tasman
- Nelson
- Gisborne
- Marlborough
- West Coast
Other industries in Otago
- Farming and horticulture
- Manufacturing
- Construction and trades
- Retail
- Tourism and hospitality
- Transport and logistics
- Professional services
- Education
- Government
See ChatGPT for health and social services across New Zealand, or all training in Otago.
Health in Otago: questions
What sample data should our team prepare?
Create fictional records that reproduce the reporting problem and can be checked without accessing a patient system. Include a known error so participants can practise finding it. The organiser should prepare a verified answer before the group asks ChatGPT to analyse the file.
Can this help a community service office?
Community teams can practise public information, purchasing preparation and non-clinical reporting tasks. Choose examples relevant to their service and appoint a content reviewer. The session does not need personal case notes to teach good prompting and evidence checks.
Does a shared Project make all material suitable?
Sharing is an access decision, not a clinical approval. OpenAI documents Project member access and workspace-dependent controls. Confirm the permitted content and membership before creating a team Project, then check who can see its reference files.6
How can dispersed Otago staff attend?
We can arrange workplace training or a remote session around your team's needs. Public workshop days provide another route for individual learners. Let us know the administrative roles and the cleared task so we can prepare an exercise the group can finish.
Train your health team in Otago
- Send us a few linesHow many people, where you are, and the jobs that eat your week.
- We reply with a planA suggested session and format, plus what to bring: real quotes, emails and questions.
- Your team does the workAt your place or over video. They finish with ChatGPT doing real tasks, not demos.
- In person
- Remote
- Half-day workshop
- Full-day workshop
- Team rollout
Independent training by TheColab. Not affiliated with OpenAI.
Enquire
Tell us about your team in Otago. We reply by email with a suggested course and format.
Sources
Written 6 October 2026. Employment figures come from Stats NZ Business Demography Statistics.
- 1. Mercy Hospital, Dunedin, Mercy Hospital (accessed 2026-10-06)
- 2. Outpatient Services, Dunstan Hospital (accessed 2026-10-06)
- 3. Otago researchers awarded major AI Catalyst Grant Funding, University of Otago (accessed 2026-10-06)
- 4. Health Information Privacy Code 2020, Office of the Privacy Commissioner (accessed 2026-10-06)
- 5. ChatGPT Capabilities Overview, OpenAI (accessed 2026-10-06)
- 6. Projects in ChatGPT, OpenAI (accessed 2026-10-06)
- 7. Moving your custom GPT workflows to plugins, OpenAI (accessed 2026-10-06)