Democracy.AI
STUFF · NEW ZEALANDINMA · LOCAL ACCOUNTABILITY
Generative AI deployed to expand local civic coverage in a contracting newsroom.
Democracy.AI tackles the most basic civic deficit in regional journalism: nobody reads the council minutes anymore because nobody can afford to pay anyone to. Stuff Media’s Waikato Times deployed a GPT-based tool to scan thousands of pages of agendas, meeting transcripts, and bureaucratic documents across the eleven local authorities of the Waikato region.
The architecture is the argument. The AI is structurally prohibited from publishing. Editor Jonathan MacKenzie called it an army of worker bees - tireless, fast, semantically narrow. It flags zoning changes, budget allocations, contentious decisions. Human reporters sit at the end of the line, verifying findings, writing the stories, applying judgment about what matters. Automation is the conveyor belt. The reporter is the foreman.
The commercial validation came fast. The pilot allowed Waikato Times to launch a new vertical - Ratepayers’ Roundup - covering decisions previously buried in PDF agendas no journalist had time to open. Digital subscriptions for the masthead more than doubled across the two-month pilot. The lesson the project demonstrates is sharp: audiences will pay for AI-assisted journalism when the AI is used to expand human oversight, not replace it. The byline still belongs to a person. The work that person can now do is bigger.