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Graviola

Review profiles correctly

Distinguish a discovery, an evidenced match and a usable contact.

Three different outcomes

Search results may be partial. Load the available professional profile before claiming the career history, education or skills are complete.

StageMeaning
DiscoveryA person returned by a search. Requirements still need review.
Supported matchThe available evidence supports the mandatory criteria you supplied. This is not a background check or a hiring decision.
Contact readyThe requested contact point is available and usable for the intended next step.

Check experience from dates

Use dated roles as evidence. Merge overlapping periods instead of adding both jobs as separate years. An undated current job does not prove 10 years of experience. Missing earlier history means the total is unknown.

Seniority words such as senior, staff or lead can help find people. They do not prove a particular number of years.

Read the actual education record

Check school, degree, field and dates where available. An empty education section means the requirement is not evidenced. It does not prove that the person has no education. Treat each requested skill the same way.

Reveal only the contacts you need

Email and phone reveals apply to saved contacts. Use the current candidate ID and record version returned by Graviola. Do not substitute a search ID or data source ID.

An untested email can be available. A known invalid address is not a useful contact. Inspect the selected address and its status before starting outreach. An email address alone does not prove interest or consent.

Handle incomplete evidence

Keep the mandatory criteria unchanged. Show only supported matches in the main list. Put people with missing career dates, education or LinkedIn evidence in a separate incomplete group. Do not spend reveals on them. Explain the shortfall in two sentences.

Combined workflows and individual tools

Use the tool catalog returned by your connection as the authority. Where people_find is available, it performs a bounded search, profile loading and checks in one workflow. It can reveal only supported matches when explicitly requested.

If that tool is not listed, the individual flow is talent_search, profile_enrich, record_create and contact_reveal. Read saved results with search_results. Never invent another tool name or bypass a returned permission error.

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