04 / Practical AI Lab

Useful before
the build.

Use the local Problem Mapper to shape an operational brief, then ask cited questions about the published work.

Local rules and public case material only
No network request from Problem Mapper
Every guide answer carries citations

Local-only planning tool

Problem Mapper

Describe the work that feels harder than it should. This map stays in your browser and uses fixed, public rules — no network request.

What needs to work better?

Relevant areas (optional)

Working focus

Clarify the operating problem, the people affected and the result that needs to improve.

Useful first step

Start with the current workflow, the recurring friction and the outcome that would make the work better.

Published business evidence only

Ask about the operating result

Local, read-only guide for business questions about the published work. Each answer cites a public case section and never contacts systems, people or tools.

Useful beforethe build.

Problem Mapper

Ask about the operating result

Tell me what needs to work better.

Useful before
the build.