RESEARCH
Automation needs ownership, source controls, and a correction path.
A governance framework for scheduled publishing, AI-assisted summaries, data feeds, duplicate detection, human review, expiration, corrections, and audit records.
Approve sources before automation
Feeds and APIs should be evaluated for authority, licensing, reliability, update frequency, scope, and correction practices.
Separate extraction from interpretation
Store the source record and factual extraction before generating summaries, implications, or recommended next steps.
Require publication thresholds
A story should meet relevance, confidence, freshness, duplication, and source-quality thresholds before publication.
Make AI assistance visible
Readers should be told when automation materially contributes to summaries, classification, or publication.
Expire stale content
Time-sensitive briefs should be updated, archived, or removed from prominent placement when conditions change.
Preserve correction records
Source URLs, timestamps, generated drafts, approvals, revisions, and corrections should remain traceable.
Use and limitations
This resource explains a Reserve One Holdings operating or decision framework. It is educational and does not replace professional, legal, financial, accounting, engineering, safety, or regulatory advice for a specific situation.