Observed arrival · 2026-09-03
Senlay Gives Agents a Weathered View of the Physical World
An API supplies AI agents, drones, robots, and safety systems with location-based environmental context, source evidence, freshness, confidence, and explicit uncertainty.
Field notes
Senlay combines live stations, forecast models, terrain, marine feeds, GPS tracks, and customer IoT data, then returns structured context with provenance, freshness, confidence, source disagreement, and uncertainty. Its distinctive memory layer stores an observation snapshot for each queried coordinate: the site contrasts 61 snapshots, which can support a seven-day local rhythm, with two snapshots that provide model history only. The page also states that missing validated bathymetry disables seafloor and shallow-water hazard inference.
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