Content workflow

Capture

Record the source, rights, timestamp, content fingerprint, relevant passages, and the business question. Reuse cached capture when the source is unchanged.

Adversarial review

Identify unsupported claims, ambiguous audiences, weak differentiation, missing evidence, legal risk, and calls to action that do not describe a real next step.

Refinement

Turn accepted evidence into a clear offer, information architecture, message hierarchy, and list of unresolved questions.

Research

Research only unresolved questions. Prefer primary sources and keep source statements separate from inference.

Publish candidate

Run content, brand, source-fidelity, accessibility, and build checks. Named reviewers decide whether the candidate advances.