PROFESSIONAL RESEARCH · Workflow idea

Find useful people to learn from—without assuming they want to be contacted.

For a professional who has asked for networking suggestions, use their stated goals and permitted public profile information to prepare a private list of possible connections. Public profiles may be outdated or incomplete, and a recommendation is not proof of fit, endorsement, or consent to contact. Follow source terms, avoid sensitive inferences, keep the shortlist private and short-lived, and require the user to verify each person and approve the exact invitation before any outreach.

A Roman aqueduct taking shape from architectural sketch to marble.
A little structure. A clearer outcome.
Starts with
A professional requests suggestions for relevant connections
Produces
A source-linked private shortlist with tentative fit notes and individual outreach approval status.
Category
Reviews & approvals

01 / The starting point

A clear request.
A useful direction.

User-provided goals, permitted public profile details, and a private delivery address

“Surface possible professional connections without turning public profile information into an unreviewed contact action.”
An example request · Make it specific to your team.

02 / The work

5 tasks.
One useful outcome.

Searches for profiles related to a user’s stated professional interests, prepares a shortlist, and delivers it privately to that user.

  1. Confirm the user’s goal and profile information

    Use only details the user supplied or explicitly approved for this search.

  2. Review permitted public profile results

    Check source terms, recency, professional relevance, and possible duplicate identities.

  3. Explain why a profile may be relevant

    Base notes on visible, role-related evidence and state uncertainty clearly.

  4. Keep the shortlist private and minimal

    Share suggestions only with the requesting user and remove unnecessary profile details.

  5. Approve each outreach separately

    Require the user to verify the person and approve the exact invitation before it is sent.

03 / The result

Something useful.
Something to build on.

A source-linked private shortlist with tentative fit notes and individual outreach approval status.

AmbactiWorkflow folio · 5 steps

Review professional network shortlists

Reviews & approvals · Example outcome

The handoff

A source-linked private shortlist with tentative fit notes and individual outreach approval status.

Keep in mind

Search results can be inaccurate, and a profile does not imply willingness to connect. Verify each suggestion, do not infer protected traits, keep personal information minimal, and require the user to approve any message and recipient before contact.

04 / Make it yours

Set the brief.
Set the standard.

A few choices shape the work around your team.

Disclose profile research and storage

Explain the source, information used, delivery audience, and deletion timing.

Use transparent professional criteria

Avoid sensitive attributes and explain the visible basis for each suggestion.

Follow source terms and correction requests

Respect permitted access and provide a way to remove inaccurate saved details.

Keep contact actions user-approved

Do not send invitations or messages until the user approves each recipient and wording.

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