Industry #Google#AI agents Nov 3, 2026 · Originally published Oct 31

Google DeepMind's PlanAssist moves into a 12-month beta with UK councils after pilots cut officer assessment time by up to 58%

A Gemini-based tool that drafts cited assessment reports for routine planning applications, with a qualified officer approving every decision.

Primary source Google DeepMind Blog · deepmind.google Read the original ↗

// Key points

  • Built with Gemini, together with the UK government, Google Cloud and Faculty; it validates documents and drawings, checks heritage constraints and planning policies, reviews past objections and drafts cited reports for officers to edit
  • Early pilots in Barnet, Camden and Dorset cut officer assessment time by up to 58%, and more than 70% of generated reports were approved with no edits
  • Twelve more councils join in three cohorts, for 15 in total; if testing succeeds, the government plans to offer it to all councils in England in 2027

Builder's takeThe pattern worth copying is AI drafts with citations, a person signs, and the metric is the share approved without edits. Our AI Interview product fits the same shape: the evaluation report should cite the exact answers it relies on, and I'd track the no-edit rate as the main quality number instead of a model score.

// Background · from #Google

Full timeline →
  1. Oct 31 Gemini API's Computer Use tool is generally available across the Interactions and GenerateContent APIs, with Gemini 3.8 Flash as the recommended model
  2. Oct 29 Google DeepMind announces Gemini 4 Carbon: first on the Artificial Analysis Intelligence Index at 59, going to cyber defenders first at $2/$10 per million tokens
  3. Oct 29 Google releases the Gemini API CLI in beta: a zero-dependency command-line client for coding agents, scripts and CI

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