Scaffolde records what every model, agent, and workflow across your business was asked, did, and proved: Anthropic, OpenAI, Google, xAI, and open-source models. Attested independently. The grader can’t be the graded.
Open a real, inspectable verification artifact and see how independent attestation works across every model, agent, and workflow you run, including open-source and self-hosted models.
Explore the product →The thesis, the market and why now, the wedge, the founder, and the path into the data room.
See the opportunity →Scaffolde sits outside the model vendors. It sets acceptance criteria before the work begins, then checks, evidences, and attests the result. The party proving the work has no stake in the model’s reputation.
Four steps turn an AI run into a tamper-evident record anyone can check.
Acceptance criteria are set before the AI does the work. When the run finishes, its ask, actions, and output are checked against those criteria.
A party with no stake in the model signs the result, recording what was asked, what was done, and whether it passed.
The action trace, evidence, and attestation are sealed into a SHA-256 proof bundle you can open, export, and verify.
Every proof rolls up into a running, queryable record: pass rates, provider coverage, and full history for any auditor.
Not a screenshot of a result. A record of how it was reached. Every proof contains five inspectable, exportable parts:
The grader can’t be the graded. That now spans your entire AI stack, not just a model’s output.
Which agents run where, what they're allowed to do, their pass rate, and what they're evaluating across the business.
Which skills were invoked, how often, their verified outcomes, and any drift from expected behavior.
Multi-step pipelines with full run history. Every stage verified and evidenced.
Every AI session as the unit of work. Each one inspectable and linked to its own attestation.
Tokens and cost by model, agent, project, and time. Usage and spend, verified and reportable.
Every model you run: paid by subscription, by API, or fully open-source. Claude, GPT, Gemini, Grok, DeepSeek, Qwen, and more. Per-model pass rate and cost for all of them.
What the system learned and promoted through its self-improvement loop, with full provenance.
What memories are stored, where they came from, and which runs referenced them.
The tamper-evident proof records themselves: signed, sealed, and ready to put in front of an auditor.
Every model, agent, skill, workflow, session, learning, and memory, rolled up into one scoreboard you can report on. The numbers below are from the live demo dashboard.
AI moved into regulated, high-stakes decisions faster than anyone built the means to verify it. The enforcement and the budgets are landing now. The independent proof layer is the missing piece.
The EU AI Act and a wave of sector rules now demand auditable evidence of how AI reached a decision. Not vendor assurances.
AI observability and governance has become a named line item. Enterprises are buying the means to prove their AI, not just run it.
Autonomous agents now act across the business. The question shifted from whether the model gave a good answer to what every agent did, everywhere, and whether anyone can prove it.
Every current tool either belongs to a model vendor or grades the model with the model. The neutral party is an open lane.
Enterprises are putting AI into decisions they have to defend. The companies that build the models can’t be the ones who certify the models worked. That independent verification layer doesn’t exist yet. It’s a category, not a feature.
Scaffolde sits outside every model vendor: Anthropic, OpenAI, Google, xAI, and open-source providers. It records and attests what every model, agent, and workflow actually did, with no stake in any vendor’s reputation.
Every run becomes a sealed, signed, exportable record. The artifact is the moat: once it’s the proof a regulator accepts, it’s the standard.
The endgame is to be the notary for AI attestation: the layer every audited AI decision routes through. Narrow wedge, broad future.
The verification plane is live and inspectable today. The proof you’d show an investor is the same proof you’d show an auditor.
You can’t trust an AI’s word that it did the work. You can trust an independent, tamper-evident record of how it did the work.
This isn’t a request-a-demo form. Open the real dashboard and inspect a live verification proof yourself.