ChatGPT for reviewed Otago public-service work
Public administration needs a visible path from evidence to draft. We teach staff to ask useful questions, inspect results and record the limits of a ChatGPT-assisted task before anyone acts on it.
- Employees in government
- 5,598Otago, February 2025
- Share of Otago employees
- 4.4%11 of 16 regions
- Share across New Zealand
- 6.4%all regions, February 2025
- Location quotient
- 0.69×less concentrated than nationally
Government in Otago
Queenstown Lakes District Council has published AI readiness information and annual-plan process updates. Its April 2026 paper describes staff interest in safe tools and completed readiness work. The annual-plan news supplies a different kind of material: public information that staff could practise reading and explaining accurately.3,6
A generic Otago council team might begin with a fictional public enquiry about a published plan. Participants collect the relevant passages, draft a response and identify questions that require an officer's judgement. They keep the source document available so a reviewer can see exactly what the draft relies on.
Paid employees in government went from 5,237 in February 2020 to 5,598 in February 2025 (+6.9%).
Share of paid employees in government, by region
| Region | Chart | Share | NZ | × |
|---|---|---|---|---|
| Wellington | 17.8% | 6.4% | 2.8× | |
| Manawatū-Whanganui | 9.5% | 6.4% | 1.5× | |
| Northland | 6.2% | 6.4% | 1.0× | |
| Waikato | 5.0% | 6.4% | 0.8× | |
| Canterbury | 4.8% | 6.4% | 0.8× | |
| Gisborne | 4.8% | 6.4% | 0.7× | |
| Marlborough | 4.8% | 6.4% | 0.8× | |
| Auckland | 4.7% | 6.4% | 0.7× | |
| Hawke's Bay | 4.6% | 6.4% | 0.7× | |
| Bay of Plenty | 4.5% | 6.4% | 0.7× | |
| Otago (this page) | 4.4% | 6.4% | 0.7× | |
| Taranaki | 4.4% | 6.4% | 0.7× | |
| West Coast | 4.4% | 6.4% | 0.7× | |
| Nelson | 4.2% | 6.4% | 0.7× | |
| Southland | 3.6% | 6.4% | 0.6× | |
| Tasman | 2.1% | 6.4% | 0.3× |
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
- Dunedin City Council's governance statement and Otago Regional Council's economic research are further public source collections. They help vary the training tasks across city and regional functions without suggesting that a single council's AI settings apply throughout Otago.1,21,2
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 government teams
Maintain a public-reference Project
Projects organise related chats and source files. Use a cleared public plan, a fictional enquiry and the team's approved response format in a practice Project. Ask ChatGPT to draft supported points and place unanswered questions underneath. The reviewer checks whether dates, scope and proposal status have survived the summary before adapting it for any real response.8
- Public enquiries coordinator
- ChatGPT Projects
Explore a synthetic service-request table
Data analysis can help examine a structured training file. Use invented service categories and a known answer key to practise grouping requests and finding missing information. Ask for excluded rows and the calculation method. Staff check the output before discussing trends, and avoid treating a category count as evidence of a resident's needs or the cause of a service problem.7
- Service improvement analyst
- ChatGPT data analysis
Test an internal briefing helper
Custom GPTs can package instructions and reference files. Build a helper, in a Project or a custom GPT, that checks a fictional briefing for a source note, uncertainty statement and review owner. Challenge it with an incomplete draft. It should identify missing inputs rather than invent facts or approval. Keep the prototype internal and appoint someone to maintain its references when the briefing format changes.7 With custom GPT retirement and a plugin migration announced, agencies should check their workspace before building this helper outside a Project.11
- Policy operations manager
- Reusable instructions (Projects or plugins)
Supervise public-document research
ChatGPT Work can carry a bounded public research task through to a reviewable draft where the workspace enables it. Ask for a source list on a public topic, restrict the task to reading and stop before submissions or messages. Open each cited page and check its relevance. If connected apps are considered later, have the administrator first review the available source access and action controls.9,10
- Research adviser
- ChatGPT Work and connected apps
Answer a fictional enquiry from a public plan
- Define the enquiry and the public documents allowed in the exercise.
- Identify passages that answer the question directly.
- Ask ChatGPT to prepare a response with unresolved matters listed.
- Have the responsible officer compare each claim with the source.
- Keep the checked response and review evidence through your usual process.
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.
Government 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
- Health
- Education
See ChatGPT for government and public services across New Zealand, or all training in Otago.
Government in Otago: questions
Can ChatGPT approve a public response?
Approval belongs to the person your organisation authorises for that work. GCDO accountability guidance says humans need to understand and check outputs. Practise generating a draft that makes the evidence easy to inspect, then use the established review and communication route.5
What if a published plan has changed?
The document owner should confirm the source version before the exercise. Keep the publication date and status in the evidence note. A fluent answer based on a superseded plan is still unsuitable, even if it quotes that old source accurately.
Does QLDC's paper show ChatGPT adoption?
The paper establishes a local AI readiness signal in a different product context. It does not establish permission for your ChatGPT task or measured performance across Otago councils. Confirm your own organisation's approved tool and account before using institutional material.3
How can our Otago office arrange training?
We can deliver at your workplace or discuss remote participation for staff in separate locations. Public workshop days can suit individual learners. Nominate a cleared public document and a reviewer so preparation produces an exercise the team can assess together.
Train your government 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. Local Governance Statement, Dunedin City Council (accessed 2026-10-06)
- 2. Regional economics, Otago Regional Council (accessed 2026-10-06)
- 3. Organisational Excellence Committee AI workshop paper, April 2026, Queenstown Lakes District Council (accessed 2026-10-06)
- 4. Governance and GenAI in the public service, Government Chief Digital Officer (accessed 2026-10-06)
- 5. Accountability, responsibility and GenAI, Government Chief Digital Officer (accessed 2026-10-06)
- 6. Next steps for QLDC Draft Annual Plan 2026-2027, Queenstown Lakes District Council (accessed 2026-10-06)
- 7. ChatGPT Capabilities Overview, OpenAI (accessed 2026-10-06)
- 8. Projects in ChatGPT, OpenAI (accessed 2026-10-06)
- 9. Connected apps in ChatGPT, OpenAI (accessed 2026-10-06)
- 10. Use ChatGPT, OpenAI (accessed 2026-10-06)
- 11. Moving your custom GPT workflows to plugins, OpenAI (accessed 2026-10-06)