What shortlist support is

Human-reviewed shortlist support helps organise a smaller set of potentially relevant providers for a capability brief using the brief, provider profiles, proof, fit indicators and stated constraints.

What it is not

• It is not AI matching.
• It is not automated ranking.
• It is not a hiring decision.
• It is not a promise that a provider will be selected, deployed or successful.

During launch

Shortlist support may involve admin/operator review. Operators can inspect fit evidence and build shortlist drafts, but buyers still decide who to contact and whether to proceed.

Buyer responsibility

Buyers should review profiles, proof gaps, commercial model, availability, first-call answers and proposal detail before committing to work.