03 / Strategy automation · Proposed workflow
Connect what users do, what systems reveal and what the team knows. Turn scattered signals into a clear, evidence-backed next move.
Many signals.
Explore a source or follow the next move.
The gap
Product events, AI traces, error reports and support conversations each show part of the picture. Finding a useful direction means connecting those perspectives with the goals and decisions already held inside the team.
The proposed approach
Agents gather evidence around a specific question, challenge plausible explanations and prepare a decision brief. People choose the direction; approved ideas become experiments or implementation work with a way to judge the result.
Explore the workflow
Illustrative scenarios, not findings from a live system. Choose a question, then explore the sources and steps.
Why are first tasks going unfinished?
Gather relevant evidence for the same question, cohort and time window. Link each observation to its source and flag missing or conflicting information before drawing conclusions.
Intended value
Recommendations retain links to the observations behind them, alongside gaps and alternative explanations.
Goals, constraints and previous decisions inform the proposed direction instead of treating every signal as a new priority.
Approved work has an owner and a validation plan. Results feed back into decision history for the next investigation.