Thesis·Jun 20, 2026·5 min read
Why AI needs a supply-side facts layer for care
As agents start acting on people’s behalf, the cost of acting on wrong provider data rises. Here’s why source-linked, timestamped facts become infrastructure.
Method, thesis, and field notes on building a source-linked facts layer.
As agents start acting on people’s behalf, the cost of acting on wrong provider data rises. Here’s why source-linked, timestamped facts become infrastructure.
A field is verified only when you hold both a source and a date. Everything else gets labelled honestly. Here’s the standard we hold ourselves to.