01 · UNDERSTAND

First see what actually happens.

We map processes, information flows, roles and bottlenecks—not to add AI automatically, but to determine which change truly helps.

Steps, waiting, exceptions, hand-offs and duplicated work.

Sources, quality, access, retention and traceability.

Roles, decisions, workload, skills and acceptance.

The outcome may be technology—or a simpler process.