Bring
A workflow owner, current process, systems involved, major exceptions, risk constraints, and a definition of accepted outcome.
Architecture session
We will examine context, systems, identities, decisions, actions, failure paths, security controls, and measurable outcomes before recommending a pilot.
A useful first hour
The first session is designed to determine whether there is a narrow, valuable, governable workflow worth taking into deeper diligence.
A workflow owner, current process, systems involved, major exceptions, risk constraints, and a definition of accepted outcome.
Production credentials, personal data, regulated records, customer content, confidential contracts, or source documents during initial discovery.
A preliminary workflow map, control boundary, integration questions, evaluation approach, and a clear recommendation to proceed or stop.
Start the conversation
A useful first conversation is specific. We do not need production data, credentials, or confidential documents to understand the architecture.
What happens next
Confirm the workflow is valuable, repeatable, measurable, and suitable for agent assistance or execution.
Validate identity, systems, data, deployment, security, privacy, model, and operational requirements.
Name scope, owners, evaluation sets, controls, stop conditions, costs, and accepted outcomes.
Begin with test or shadow paths, review evidence, and expand action scope only after readiness approval.