| Council meeting report | 8 to 14 hours per report | 2 to 3 hours | Claude drafts from matter, CSP, prior reports, framework. Senior officer personalises and signs. |
| Community engagement pack | 20 to 40 hours per engagement | 5 to 8 hours | Claude drafts pack, meeting materials, survey, post-engagement summary. Engagement officer finalises. |
| Planning notice / assessment | 8 to 20 hours per major planning matter | 2 to 5 hours | Claude drafts from application, framework, prior decisions, objections. Planner verifies every technical assertion. |
| Grant application (per application) | 30 to 60 hours per major application | 6 to 12 hours | Claude drafts from program, council context, prior successful grants. Grants officer verifies. |
| IPART / ESC pricing submission | 100 to 200 hours per cycle | 25 to 40 hours | Claude drafts from framework, prior, financial data. Finance, strategy, GC verify. |
| Council annual report | 200 to 400 hours per cycle | 50 to 80 hours | Claude drafts narrative from prior, CSP, performance data, ESC measures. CEO, directors, communications finalise. |
| Ratepayer communication / complaint response | 30 to 90 min per response | 5 to 10 min | Claude drafts from facts, framework, house voice. Communications officer or senior officer verifies before send. |
| Calendar of Inspections / Officer report (planning, building, environment) | 90 min to 2 hours per report | 15 to 25 min | Claude drafts from inspection notes, framework, prior reports. Officer verifies and signs. |