Verification Infrastructure
AI can produce research at scale. But production without verification is noise. Soulmetric builds the infrastructure that tells you exactly how much of that output survives scrutiny—and by whom.
We do not ask you to trust AI-generated research. We show you exactly how much of it has survived verification.
The Proof of Concept
Full corpus with verification metadata launching May 5, 2026.
Verification Tiers
Human-verified by multiple independent domain experts who reviewed claims, methodology, and citations.
Human-verified by a single domain expert who confirmed the working paper's core claims and sources.
External AI adjudication by independent AI systems (not the generating model). This is machine verification, not human certification. It catches structural errors, citation failures, and logical inconsistencies but cannot substitute for human domain expertise.
Scored on the Scharp Scale. Learn more →
Unverified output. May contain errors, hallucinations, or unsupported claims. Use with caution.
What is Soulmetric?
Soulmetric is not a consulting firm. It is not an academic project. It is verification infrastructure: a system for producing AI-generated research at scale and then showing you, transparently, exactly how much of it holds up.
One operator, armed with 28 specialized AI agents, produced 256 working papers and 22 monographs across multiple domains in ten days. The interesting part isn't the generation—anyone with API access can generate text. The interesting part is the verification pipeline that tells you exactly how much each artifact can be trusted.
Every working paper carries a verification tier and a Scharp Scale score. No artifact is presented without provenance. You always know who verified it, how they verified it, and what score it received.
Independent Expert Review
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We apply the same verification infrastructure to your specific questions. Engagements start at $15,000 for a one-week Problem Sprint.