Workflow Signal Pilot (Template)

Challenge

A team is under pressure to “adopt AI” or “modernize” but lacks clarity on what will work inside real workflows. The risk: spending on programs or vendor lock-in without evidence.

Our Approach

Establish a baseline, define success signals, ship controlled experiments, and track outcomes in a measurement ledger. The result is a decision memo: scale, stop, or iterate.

Artifacts / Evidence

• Baseline established (what is true now)

• Experiments shipped (what was tested)

• Measurement ledger (what changed, how measured)

• Decision memo (scale/stop/iterate)