When this is useful
A useful starting point is a repeated handoff: someone copies an inquiry into a CRM, extracts fields from a document or chases a missing update. We map that work before deciding whether it needs AI, ordinary rules or a simpler integration.
- Incoming event
- Validated information
- Business rules
- Connected tools
- Exception review
A focused first proof
Choose one recurring workflow and its current completion criteria. A first proof can demonstrate the handoff using representative records, including a missing field and a failed integration.
Before production
Production needs authorized access, duplicate-event handling, recovery paths and a named owner for exceptions. We agree what can run automatically and what requires approval.
Problems this can help address
Engineering in practice
Explore the related Mikisi Labs system, including its current status and architecture.