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.
Choose one workflow, one accountable expert group, representative inputs, and clear success criteria.
Wire a narrow MCP-native path with tool boundaries, source capture, output schemas, and review checkpoints.
Run realistic cases, inspect evidence bundles, compare against the current process, and document failure modes.
Decide what should be built, what should stay manual, and what governance controls are needed before scale.