Skip to content
Day in the Life with AI · Part 8 of 8

Day in the Life: Daniel, Council Planner

A council planner reads four hundred submissions the fast way, with AI that clusters concerns, links every finding to its clause, and leaves an FOI-ready audit trail.

Published · 2 minute read

Four hundred submissions came in on the development plan, and the volume is the threat to a good decision.

Daniel is a planner at a local council. A contentious application means a flood of community feedback that has to be read, understood, and answered for the public record. Read by hand under a deadline, the genuine concerns drown in the duplicates, and the decision risks being shaped by whoever shouted loudest rather than by what the submissions said.

This time they arrive as a sorted picture instead of an inbox, grouped by the concerns people raised, with the new points lifted out of the hundreds that echo each other. Each grouping links back to the original words, so Daniel works from what residents wrote and not a paraphrase that lost the heat of it.

Daniel at his desk with a soft glowing cyan holographic panel clustering community submissions into themes

The assessment against the planning scheme is drafted with each finding tied to the clause it rests on. Where the assistant makes a call, it shows the working, because a decision about someone’s street has to be one a person can defend at a meeting.

What lets a council use a tool here is the trail it leaves. Each step is logged, and anything that becomes a public record is treated as one from the start, ready for an FOI request without a frantic reconstruction later. The tool reaches what the work needs and nothing private beyond it.

By the deadline Daniel has a recommendation built on the full set of submissions rather than a sample of the loudest, and one he can stand behind in the room. Speed barely matters here. What matters is a decision that holds up to scrutiny, a community that was genuinely heard, and a record that is clean the day someone asks to see it.

Marcus keeps hospital records under the same guardrails. His day is here.

Todd Johnson

Written by Todd Johnson

Founder of InnovateX Solutions. Todd provides fractional CIO, CTO and Chief AI Officer leadership for Australian businesses and government, and wrote the XAF Connected Architecture framework.

Todd on LinkedIn