Revenue integrity - DataVibe Documentation

Pass structured evidence with send-bound copy to catch deterministic mismatches before they contaminate a campaign or CRM workflow.

Production coverage

Stale acquisition, funding, or promotion claims
Rumour or unverified evidence framed as confirmed fact
Unsupported pricing, discount, performance, or ROI language
Audit of planned CRM consequences

{
  "metadata": {
    "source_records": [
      {
        "entity": "Acme Corp",
        "event_type": "funding",
        "funded_at": "2024-02-01T00:00:00Z",
        "evidence_tier": "verified",
        "source_url": "https://example.com/source"
      }
    ],
    "planned_crm_actions": [
      {
        "system": "hubspot",
        "action": "enroll_sequence",
        "sequence_id": "seq-42"
      }
    ]
  }
}

DataVibe compares the outbound language to the supplied source dates and evidence tiers. It is a control layer, not the system of record for CRM truth.

Structured evidence improves deterministic checks; it does not turn the gate into a general factual truth engine.

Last modified on July 23, 2026

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​Production coverage

Production coverage