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MUTUA is a WebMCP-native decision workspace where humans and AI agents share the same application state, explore changes together, simulate consequences, and commit only after explicit human approval.
Enterprise agents break. ACC keeps the mission alive: it detects the failure, picks the best PERMITTED recovery, asks a human when authority runs out, and proves every decision.
Most AI assumes the cloud. LeanLM assumes the laptop: a fully offline document assistant that cites every claim and refuses to invent what your documents do not say.
MIRROR OPS decides whether your look fits the moment you're about to enter — and when it doesn't, finds the ONE change worth making, then uses YouCam to prove it before you act.
The organizational memory engine for DataHub: an agent that investigates data incidents, proves the root cause with evidence, and turns every resolution into reusable knowledge.
Most AI tools stop when media is generated. FIELDREEL starts there: it turns construction-inspection footage into verified, traceable evidence — generation proposes, a human decides.