What fit indicators are

Fit indicators are deterministic signals used to support human review of briefs and provider profiles. They help organise questions around possible relevance; they are not decisions.

Examples of signals

• Skills or capability named in the profile compared with the brief.
• Outcome fit and whether the provider has described similar work.
• Proof strength and proof gaps.
• Sector or context similarity where it matters.
• Availability, engagement shape and commercial fit.

How to use them

Treat a positive signal as a prompt to inspect the profile, not as a final answer. Treat a weak or missing signal as a question to ask, not an automatic rejection.

What not to claim

Do not describe fit indicators as AI matching, automated ranking, automated hiring, skill verification or a guarantee of suitability.