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Evidence-led software Finder

Start with the decision, then the non-negotiables.

Each vertical has its own evidence rules. Products never cross categories, and unknowns fail closed with an explanation.

Step 1

Choose what you are deciding

Hard requirements
Rubric ai-voice-finder-v2. Finder includes complete verified profiles only.

Set your non-negotiables

Choose a goal and requirements for AI Voice. Unknown or conflicted evidence never passes silently.