The Horizon Scan

Agentic AI is arriving faster than cities can plan for it.

A horizon scan is a structured way to notice change early. We collect concrete signals — a product shipped, a policy passed, a behavior shifting — and cluster them into the trends and forecasts that show what cities should be preparing for.

Forecasting Methodology

From weak signals to a strategic forecast.

Nothing published yet

Once a curator publishes a forecast built from clustered trends, a worked example walks through it here — signal → trend → forecast. Meanwhile, explore the raw signals in the graph below or submit one.

Join the effort

Get involved.

Three ways in — catch a signal as you browse, file one directly, or just follow along by email. Already a contributor or curator? Sign in

Capture from anywhere

The Signal Catcher

See something worth flagging while you're browsing? Catch it in one click. Drag this button to your bookmarks bar — it pre-fills the form with the page URL, title, and any text you've highlighted.

  1. 1. Show bookmarks bar ⌘⇧B
  2. 2. Drag the button below onto it
  3. 3. Click it on any page to catch a signal
📌 Catch a Signal Drag me up to your bookmarks bar ↑
Submit directly

File a signal

Have something specific in mind? Use the signal form to add your observation with full context.

  • A source URL
  • A category from our taxonomy
  • Your own read on what it means
Stay informed

Get the digest

Prefer to watch from the sidelines? Get the latest research by email as it's published.

  • New signals as they're caught
  • Trends as they're clustered
  • Forecasts as they publish