Understand the work
Review real examples and the materials in use.
Outcome: The current flow and problem to address
APPROACH
Start focused, then validate in real work.
We understand the work, set a practical scope, and improve the exceptions found in use.
Set the scope
Define AI roles, human approval, and exception conditions.
Outcome: A first scope and success checks
Design and build
Connect existing tools and build the needed functions first.
Outcome: Usable functions and a work flow
Apply and improve
Address errors and exceptions found in real use.
Outcome: Operating rules and next improvements