Decision rule
Choose the workflow that returns permitted, current, attributable information and says when the answer is missing—not the one that sounds most confident.
Candidates to evaluate
Workspace AI
Notion AI
It is integrated into a Notion workspace and can work with workspace and supported connected content.
Verify: Test permission boundaries, stale-page handling, and source traceability.General AI assistant
Claude
Claude can be evaluated with uploaded or connected material on supported product surfaces.
Verify: Confirm connector access and whether answers can be traced to the correct internal source.General AI assistant
ChatGPT
It is a general candidate for document-assisted analysis and team workflows.
Verify: Review workspace, retention, connector, and source-link behavior for the selected plan.General AI assistant
Gemini
It is relevant for organizations whose governed knowledge already sits in Google services.
Verify: Test the exact account, product surface, permissions, and document corpus.Run a fair pilot
- Create questions with known answers, conflicting sources, expired policies, and permission boundaries.
- Verify retrieval, answer correctness, source attribution, and appropriate refusal separately.
- Include users with different access roles in the permission test.
- Define a document freshness and ownership process before wider rollout.
Sources checked
Open the original pages before relying on a time-sensitive product decision.