ARCS
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Governed research workflow infrastructure

Make research intent, execution, and evidence boundaries inspectable.

ARCS turns research questions into versioned ResearchSpecs, controlled execution, explicit expected-run accounting, provenance, and reviewable ResearchReports. It does not certify scientific truth or compliance.

The current system is a development implementation. The workspaces shown here are hypothetical discovery examples, not customer work or validated production outcomes.

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Reviewable intent
Draft typed obligations, bounded claims, and human authorization gates.
Separated data states
Distinguish catalog visibility and DataCard verification from raw access or execution.
Controlled execution
Bind supported runs to approved intent and retain success, failure, retry, and provenance.
Example / hypothetical workspace
Illustrative product concepts—not customers, deployments, or study outcomes.
Sessions
Research contract concept
Scientific research example
Draft hypothesis
example: hypothetical
ResearchSpec: biomedical_rnd_evidence_governance
objective: evaluate imaging-model robustness
data_boundary: catalog_metadata_only
obligations:
  - predeclare cohorts and exclusions
  - retain failed and missing expected runs
  - require human claim promotion
ResearchReport: draft_evidence_boundary
outcome: not_evaluated
ARCS