What operating substrate lets POS truth, BI, governance, and AI interpretation compound?

The platform problem is not one dashboard. It is the missing vessel for data access, repeatable workflows, decision logs, proof, and governed interpretation.

• POS and merchandising truth must become a dependable substrate.
• Reports need ownership, cadence, and evidence of use.
• AI should interpret a governed loop, not improvise on loose files.

Stackmates becomes the operating layer that keeps the loop honest: data in, decision out, proof captured, next question sharpened.

The vessel matters because good decisions need memory, trace, and repeatable flow.

Build only the substrate needed for Stage 1 proof first: data access, Monday report delivery, attribution trace, and a decision record that survives handoff.