Understand a process before changing it.

Choose a real process

Choose one recurring sequence such as an inquiry, quotation, handoff or invoice.

Follow that sequence through approvals, repeated data entry, system changes, handoffs by call and missing information.

See the process

Every process transforms an input into an output. Processing, handoffs, waiting points and required information sit between them.

Many parts do not make a process impossible to understand. If each step remains traceable, the sequence can be mapped and simplified.

Choose the target

Should this process become faster, better or more profitable? AI can change the current trade-off only when the underlying process architecture changes.

The target decision comes before selecting an intervention.

Find the binding constraint

The loudest complaint is not automatically the step that limits total throughput.

Accelerating a non-constraint does not improve the whole process.

Select the intervention

The decision order remains visible and fixed.

AI follows the process, target, constraint and human decision boundary.

1. Remove
2. Simplify
3. Keep the human decision boundary
4. Make required knowledge explicit
5. Only then support or automate with AI