Scaffolde isn’t a compliance checkbox. It’s the verification and observability plane for an AI-native business: every model, agent, skill, workflow, session, learning, and memory, recorded and independently attested.
Most AI tools ask you to “request a demo.” Scaffolde hands you the working dashboard. Click into any run and inspect the original ask, the action trace, the proof bundle, and the independent attestation, exportable and verifiable, end to end.
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.
The full model mix: Claude, GPT, Gemini, Grok, DeepSeek, Qwen, and any open-source model you run. Per-model pass rate and cost.
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.
Verified runs, pass rate, tokens, and spend up top; the model mix, top agents, and recent verified sessions below. Everything inspectable down to a single attestation. The figures below are from the live demo dashboard.
Your AI vendor can’t be the one who certifies your AI worked. Scaffolde is the party with no stake in the model’s reputation.
Open the live dashboard and click into a real, independently attested run. No form, no sales call.