Where we start
Look for the friction
that repeats.
The best opportunities are already visible in the work: repeated research, dropped handoffs, slow decisions, and expertise trapped in a few people.
SIGNAL IN THE WORKSYSTEM DIRECTIONWHAT WE MEASURE
01The same research is repeated
Research + synthesis agent
Source quality · analyst time · coverage↗02Work disappears between systems
Workflow orchestration
Cycle time · completion · exception rate↗03Decisions wait on scattered context
Decision intelligence layer
Time to clarity · evidence · outcome quality↗04Expert knowledge does not scale
Organizational knowledge agent
Accuracy · retrieval · escalation rate↗