Product demo — simulated environment
Training data, end to end
Two walkthroughs: expert validation of live training data connected over MCP, and the full path for a dataset that only exists on paper — located, acquired, digitized, normalized, and trained on.
Choose a walkthrough
Pick a training domain
Your data stays where it is. The platform connects over MCP, reads the task manifests, and builds a validation queue — no bulk export, no copies.
MCP connection
- Source
- surgical-telemetry-vault (MCP)
- Transport
- Streamable HTTP
- Domain
- Surgical robotics
- Tasks discovered
- 412
- MCP handshake — capability exchange—
- Discovering training task collections—
- Streaming task manifests—
- Aggregating into a unified validation queue—
- Stripping identifiers and provenance—
- Sealing anonymized queue for expert routing—
Illustrative demo. Scenarios, tasks, payout rates, dataset figures, and benchmark results are simulated; currency conversions are indicative, not live market rates.