Find and inspect the signal.
Classify and cluster public reports with explainable ranking. Preserve original links and the known limitations of machine-made labels.
CONNECTED WORKFLOW / 01
A signal to inspect.
A problem to define.
Start with the original report. Define who needs help, what a small prototype should do, and the behavior a reviewer can actually test.
01 XploreMore evidence02 Human scope review03 Pro2Pro build04 Tests & acceptance
Recorded examples come from committed September 2026 source snapshots. This recorded edition is hosted inside Pro2Pro for a reproducible public walkthrough; the full live discovery service remains separate. Counts are reporting signals, not market validation.
FIRST, UNDERSTAND THE EVIDENCEWhat was reported?
What was reported?
What is still an assumption?
Inspect the source before choosing a solution. The workbench keeps the evidence next to the specification, so the connection stays reviewable.
One evidence trail. Distinct responsibilities.
Choose what deserves a build.
Decide whether the problem matters, challenge assumptions, and approve a precise scope. A high demand score cannot make that decision for you.
Build against an approved brief.
Carry the snapshot into the build. Validate the actual result separately before accepting or publishing it.