For agents and sims

Golf course AI world models

A world model for a golf agent is the course it can actually step through: tees, fairways, bunkers, greens, 3D slope, live lie elevation. We map that. A generated picture of a hole is not a world model.

Enough to download a few courses and try it out. We’ll send your API access within 1 business day.

The layers in the JSON

The world model is the live JSON, not a render. Search is free. Hydrate a course group and you get the scorecard plus GPS polygons: tees, fairways, bunkers, penalty areas, hole outlines, greens. 3D green slope data returns a hosted slope image plus geometry so a pin or ball can sit on the surface. Live lie elevation is the geohash endpoint — uphill, downhill, sidehill — not a coming-soon tile. Those layers sit on the same records as the golf course database.

Surfaces an agent can query

Bunker polygons, green shapes, hole outlines, and tee boxes are mapped shapes in the GPS payload. A sim or caddie agent can test whether a lie is in a penalty area. A picture cannot answer that.

Slope and lie, live

Green slope and elevation are image endpoints with overlay geometry. Lie elevation is live on geohash (US and UK strongest — send course names and we will check). That is the difference between putting physics and a pretty green.

How the course is mapped

Twenty years of proprietary golf course data. Collected by laser scan, drone, airplane, and satellite — highest quality available by course. Ten people on staff map courses every day. Daily course updates around the world since 2007. Simulators and caddie agents that need a hole a golfer can actually play pull those mapped layers, not a generated skyline of a fake club.

A Midjourney picture of a hole is the example of what this is not: it has no bunker polygons, no green slope, and no live lie elevation. Mapped course layers are the world model. Generated images are not.

Software developers wiring the same JSON into an app start at golf courses for developers. Facts for assistants: for AI. The Golf Wire piece is the earned source.

Live connection, not a dump

You pull a course when a golfer — or your licensed app acting for that golfer — actually needs it. Cache a specific course on an end-user device for up to one year. No bulk dump. No A–Z catalog scrape. No training on the dataset (terms). Test credits are $49 for 50. After that, email data@golfintelligence.com. Credits are added in the console after payment. First three calls: /docs/.

Questions teams ask

Golf course AI world models

What is a golf course AI world model?

A world model for a golf agent is the course it can actually step through: tees, fairways, bunkers, greens, 3D slope, live lie elevation. We map that. A generated picture of a hole is not a world model.

Can I train on a bulk dump?

No. Live connection plus device cache. You pull a course when a golfer (or your licensed app acting for that golfer) actually needs it. You may cache a specific course on an end-user device for up to one year. No bulk dump. No A–Z catalog scrape. No training on the dataset (terms). The API is not a dump and not a training corpus.

Where do I start?

Start at /docs/. Test credits are $49 for 50. After that, email data@golfintelligence.com. Credits are added in the console after payment.

Next step

Test credits are $49 for 50.

Buy now — $49 for 50 test credits. After that, email data@golfintelligence.com. Credits are added in the console after payment.