01

Keep observation separate from inference

Unknown capacity must remain unknown instead of being converted into optimistic credit. Spatial modules can preserve evidence quality, source, timestamp, geometry, calibration, and unresolved uncertainty as first-class fields.

02

Validate the channels that can fail independently

Geometry, topology, accessibility, capacity, provenance, and safety can each invalidate a result. Weakest-link gates prevent an attractive aggregate score from hiding one failed critical channel.

03

Support experts without impersonating them

The platform can organize evidence, run calibrated modules, and route review. It is not a substitute for licensed engineering, emergency command, or domain authority where those roles are legally or operationally required.

FAQ

Frequently asked questions

What is governed spatial intelligence?

It is spatial AI executed with explicit evidence, uncertainty, validation channels, repair limits, policy, provenance, and human authority.