Observe & prepare.
Gather approved traces, define the bounded workflow and establish a shared starting point.
Phase output · a scoped workflow and evaluation planThe clock starts after readiness. Validation determines what follows.
Start with an assessment. Build a specialist around one workflow. Target a 60-day pilot with success measures agreed before the work begins.
Indicative phases after assessment and prerequisites. Agree the workflow, the boundaries and the definition of success before starting.
Start with a focused conversation. Five short fields.
Assess the opportunity. Agree the test.
Target a 60-day pilot once prerequisites are ready.
Assessment · access · agreed scope · success measures
Gather approved traces, define the bounded workflow and establish a shared starting point.
Phase output · a scoped workflow and evaluation planThe clock starts after readiness. Validation determines what follows.
Build the specialist from approved examples. Use expert review to refine its decisions and surface mistakes.
Phase output · a specialist ready for validationThe clock starts after readiness. Validation determines what follows.
Evaluate on held-out work. Review the evidence together and decide whether to refine, expand or stop.
Phase output · evidence for the next decisionThe clock starts after readiness. Validation determines what follows.
The clock starts after readiness. Validation determines what follows.
A target, not an automatic production date.
Timing depends on readiness, complexity and validation.
P&C and disability claims leaders with high-volume, multi-system workflows.
Organizations whose senior-engineer knowledge is a named retention risk.
Order and service-billing teams whose hardest decisions live in a specialist’s head.
Revenue-cycle leaders dealing with denials and rework. Expansion waitlist.
No. Capture is consent based, visible and pausable. Managers get aggregate views only. Individual scorecards do not exist.
Approve a lightweight agent on volunteer workstations inside your own boundary. Confirm application permissions, the deployment topology and the approved data path during assessment.
The architecture keeps captured instance data inside your boundary and out of every other customer’s model.
We scope the bounded workflow, deployment boundary and validation plan before issuing a fixed commercial proposal.
A human reads every request. We reply within two business days. No newsletter, no drip sequence.