ProvenAI is the exchange where businesses buy, sell, auction, and license AI operations systems that already ran a real company — with verified results, full provenance, and escrowed ownership transfer.
A company spends months building an AI that runs its operations. Then it pivots, gets acquired, or shuts down — and that working system, with its trained workflows and proven ROI, simply vanishes. The next founder pays to rebuild the same thing.
The model belongs to Anthropic or OpenAI. What's tradeable is the proven system around it — the configuration, workflows, integrations, rule library, and documented results. We verify it, escrow the deal, and transfer ownership with a provenance record.
A full multi-channel retail operations brain: catalog cleanup, eBay-safe titling, duplicate detection, supplier price-sync, a unified buyer-comms inbox, and a self-growing rule engine that resolves ~80% of seller problems at zero AI cost.
Deflects 71% of tickets. Trained on 40k resolved tickets.
3.2× lead-to-tour conversion. Replaced a $4k/mo service.
Intake time −83% for a 12-attorney firm.
Upload a sample of your data as a CSV and place a fully-refundable $299 deposit. We run the AI on your file and send you a results report — so you see exactly what you'd be getting. Don't like it? Full refund. The seller's formula and method always stay protected.
✓ You upload your data (CSV) — we run a controlled test on it
✓ You get a plain results report — what it produced, how it performed
⛒ You do NOT get the formula or method — the seller's IP stays protected
1 · Create your account — your report lives here
2 · Upload your data (CSV) — tested in our secure sandbox
3 · Place $299 deposit — applied if you proceed, refunded if not
Start a Proof Run →Every deal is verified, escrowed, and recorded on a provenance ledger.
Full ownership transfer at a set price.
Highest verified bidder wins.
Right to duplicate & run — like a franchise.
AI-driven appraisal of what your system is worth.
Revenue-share instead of an upfront sale.
Bring your assistant to ProvenAI, connect it for an evaluation, and discover its market value. Sell it, license it, or simply learn what you've built.
1 · Companies connect AI to be evaluated
2 · Consented, anonymized patterns feed our intelligence layer
3 · Valuation engine + rule library get sharper
4 · Better pricing & free tools attract more companies → loops back
Evaluate only — paid appraisal, we keep no copy.
Evaluate + contribute — free appraisal in exchange for a license to anonymized, aggregated learnings.
List for sale — full system transfers to the verified buyer.
Raw data, prompts & customer info are never exposed or resold — under any option.
One transaction can trigger all five — far more than a simple sales commission.
≈28% of the deal — plus 15% of the monthly fee forever if licensed.
$3k average deal · revenue compounds.
Illustrative assumptions for discussion, not forecasts.
The marketplace is the business. The Mother AI is the moat. Every system we appraise teaches one central intelligence — drawing only on consented, anonymized patterns — how real companies operate, where they break, and what actually fixes them. The more we evaluate, the smarter it gets at diagnosing any business.
Anonymized signals from every AI system evaluated.
Score what works, what fails, and why — across thousands of real operations.
Patterns compound into cross-industry operating knowledge.
It pinpoints problems and suggests fixes for businesses it has never seen.
Aggregate operating benchmarks become sponsored insights — brands pay to reach the businesses behind the data.
Large companies license the Mother AI to diagnose their own operations against thousands of proven systems.
Economic-resilience, SMB-support, and modernization programs license aggregate intelligence at scale.
Built only from consented, anonymized patterns — never any company's raw data, prompts, or customers. Forward-looking vision, not a shipped product.
Tell us a little about you and we'll send a private walkthrough — plus an early appraisal of what your AI system could be worth. No spam, ever.
Raising our pre-seed round to build verification + escrow infrastructure, seed both sides of the market, and run the first transactions.
⚖ ProvenAI™ · The AI Operations Exchange · Concept demo — names & figures illustrative · Not investment or legal advice · *Illustrative TAM