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How do I validate an AI-generated professional relationship?

Validate an AI-generated relationship by checking identities, source evidence, timing and context, then asking a suitable person to confirm familiarity where needed. Separate documented overlap from personal connection and willingness to act. A plausible narrative or confident score is not verification, and one confirmed detail does not validate an entire introduction path.
October 8, 2026

Check the underlying facts

Confirm that the people are correctly identified and that roles, organisations and dates are accurate. Shared surnames, stale profiles and duplicates can create convincing false paths.

Assess what the evidence means

Employment overlap establishes co-employment, not necessarily collaboration. Communication records show interaction, not automatically trust. Public affiliations may reveal a research angle without proving personal access.

Ask for confirmation

Before an introduction, ask the proposed connector whether they know the target and consider the request appropriate. Record corrections, declines and the date of validation.

Preserve uncertainty

Use statuses such as documented overlap, possible connection, confirmed familiarity and approved request. Avoid converting all of them into a single "strong relationship" label.

Orbb's people and path research should be evaluated on this evidence discipline. The commercial value is a credible next step that the team can act on, not an apparently complete graph whose relationships have never been checked.

Related questions

Orbb researches the relationships your company already has — across customers, employees, investors and partners — then runs the introduction end to end, from finding the path to the meeting in the calendar.
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