Resources
Notes for people designing operational AI.
Original, practical guidance on context, decision rights, and the systems around responsible agent actions.
Decision design
Why connected data is not yet operational context
The missing layer between retrieving a record and making a responsible business decision.
Governance
Design approval gates around decisions, not screens
A practical structure for specific, informed, and reviewable human authority.
Architecture
A selective operational twin, not another data lake
Join only the context a workflow needs and keep time-critical facts live.