Choose the first workflow
Select one recurring workflow with a measurable baseline, a clear owner, and a safe path to production.
One workflow at a time
Replace the process only after the replacement earns approval.
We build beside the existing workflow, compare it against a real baseline, and move it into production only after the owner accepts the controls, evidence, and recovery path.
Observe the current process
Document the people, systems, handoffs, costs, timing, failure cases, and decisions that must remain human-approved.
Build beside it
Configure the dedicated machine, business knowledge, approved models, integrations, agent roles, and replacement workflow.
Run in shadow mode
Exercise the new workflow without silently replacing the existing process or granting uncontrolled production authority.
Compare performance
Measure cycle time, throughput, cost per task, quality, or conversion against the agreed baseline and acceptance tests.
Approve production use
Move the workflow into production only after the owner accepts its controls, exceptions, evidence, and rollback path.
Define the operating model
Document the agreed access, responsibilities, support boundaries, continuity plan, and next-step options in the accepted scope.
Typical first-workflow target: a dedicated operating environment and one measurable workflow evaluated against agreed tests. The signed scope defines timing, dependencies, acceptance, and included delivery; no business outcome is guaranteed.