CruxRelay does not turn internet activity into invented demand.
The product separates product evidence, buyer evidence, commercial readiness, and verified outcomes so that AI helps structure decisions without fabricating confidence.
Evidence ladder
Generic claim or public marketing copy
A buyer or builder describes the event
Volume, cost, time, artifact, or gate is named
The owner validates the workflow and evidence
Budget-authorized paid proof or purchase
Buyer hard gates
Provider hard gates
Agent and human responsibilities
Agents may
Extract, structure, compare, identify missing evidence, draft scopes, propose metrics, and surface commercial or procurement risks.
Humans must
Approve claims, buyer qualification, provider inclusion, pricing, messages, access, contracts, purchasing, and outcome verification.
Current research base
CruxRelay’s beta thesis is informed by global social listening and category research, but neither is presented as product-market fit. The initial launch asks whether the same AP exception problem reaches L3/L4 in one regional cell.