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Pilot & Validate

Prove one bounded scientific workflow before scaling. We validate whether the system can produce a useful, inspectable artifact while preserving privacy, provenance, and expert review.

ENGAGEMENT PATH

How Piloting Works

01

Pilot Boundary

Choose one workflow, one accountable expert group, representative inputs, and clear success criteria.

02

Prototype Workflow

Wire a narrow MCP-native path with tool boundaries, source capture, output schemas, and review checkpoints.

03

Evaluation Runs

Run realistic cases, inspect evidence bundles, compare against the current process, and document failure modes.

04

Pilot Decision

Decide what should be built, what should stay manual, and what governance controls are needed before scale.

Deliverables

Pilot protocol with success criteria
Narrow workflow prototype with review gates
Evidence bundle and audit-log examples
Evaluation readout with gaps and failure modes
Build recommendation for the next phase