Marketing decisions you can prove.
Real AOS calls — grounded in live data, with confidence and caveats shown.
Use cases
- Brand Building Products
Re-running onboarding on a live client — and the safety guard held
A building-products company that was already fully onboarded had its onboarding deliberately re-run to test the write-guard. AOS detected the existing setup — a config with fourteen fields and fifty-three Drive files — did nothing destructive, and cleanly no-op'd. The safety property is the use case. Nearly free, at $0.05.
- Content Building Products
Turning a messy inbox of client material into a usable catalogue
A building-products company had AOS index its inbox and content into a structured catalogue — each file tagged with type, status, and key metadata — so later runs could actually use the material. The system catalogued the files correctly and managed token cost by writing the index in segments. Cataloguing works; arbitrary-upload intake remains an open gap.