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Contact Data Provenance Tracking

Contact Data Provenance Tracking

GTM teams can’t act with confidence when contact attributes are stale, conflicting, or legally ambiguous — leading to wasted outreach, broken workflows, and regulatory risk. Contact Data Provenance Tracking attaches attribute‑level lineage, verification, and consent metadata to every person in Creso’s knowledge graph so teams can see where data came from, how current and verified it is, and whether they’re allowed to use it — with UI visibility, real‑time suppression, and audit‑ready exports.

  • check Trustworthy, auditable contact data

    Every attribute (email, phone, title, social URL, employment, etc.) stores source_id, observed_at, freshness scores, and consent_state so RevOps and Compliance can prove the origin and legal basis of outreach data for audits and DSARs.

  • check Faster, safer GTM execution

    Real‑time consent and suppression propagation combined with verification flags and freshness indicators lets Sales and Marketing prioritize only usable contacts, reduce bounces and unsubscribes, and avoid outreach that creates risk or wastes reps’ time.

  • check Lower integration & maintenance overhead

    A single provenance model, golden‑record arbitration, and open APIs replace fragile custom reconciliation logic — reducing custom ETL, minimizing merge breakages, and enabling go‑live in days with predictable, auditable behavior.

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Contact Data Provenance Tracking captures attribute‑level lineage for every person in the Creso knowledge graph. For each field (e.g., email.primary, phone.work, title.current) Creso stores a provenance document that includes the source (CRM, vendor, web crawl, manual), timestamps (first_seen, observed_at, ingested_at, last_seen), verification method (SMTP ping, reply, multi‑source match, user confirmation), confidence and freshness scores.

Lineage is preserved through identity resolution and arbitration. We piece together fragments into a single golden record but alternate values and their provenance remain accessible. An attribute arbitration engine applies weighted rules (confidence, freshness, source trust tier, and customer precedence) so the active value is selected predictably and reversible — for example, preferring CRM values. If a primary attribute fails verification, alternate values can be auto‑promoted without losing traceability.

Governance and compliance are first‑class: prebuilt consent mechanisms allow consent options to be included in all outbound e-mails and texts. The strictest applicable consent wins (opt‑out overrides), jurisdictional rules are enforced automatically, and suppression propagates to connected tools within minutes.

How It Works

1

Provenance Capture & Attribute Model

For every person attribute Creso stores a provenance document so every data point is fully attributable.

2

Identity Resolution & Attribute Arbitration

Creso merges person fragments into a golden record while preserving alternate values and runs an arbitration engine that selects active attributes using weighted rules so changes are predictable and reversible.

3

Consent Normalization & Suppression Propagation

Creso consumes consent events from prebuilt consent UIs you can readily embed.

4

Provenance UI, APIs & Audit Exports

Field‑level source badges and a Provenance Drawer surface timestamps, verification methods, and an event timeline in the UI.