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Validation & Evidence

When Does a Veeva Report Need Validation Evidence?

AI-assisted research and drafting · Practitioner reviewed by Rohith Karanam Sreedhar · 4 September 2026

ⓘ Library content is researched and drafted with AI assistance and reviewed by a Navata practitioner before publication. For original analysis and long-form practitioner perspectives, visit Navata Insights →

The boundary starts with use. A personal workload view, a management trend and a report used to decide whether an overdue investigation is escalated may all use the same reporting engine, but they do not carry the same regulated consequence.

Classify the reliance

Describe the action taken from the report. Does it merely help a user navigate to source records, or does it determine completeness, escalation, disposition, release or inspection evidence? Then ask what happens if the output omits a record, includes an ineligible record, calculates a value incorrectly, presents stale data or exposes records to the wrong role.

EU GMP Annex 11 expects applications to be validated and computerised systems periodically evaluated. Within its medical-device production and quality-management-system scope, FDA's February 2026 Computer Software Assurance guidance recommends assurance proportionate to intended use and risk. That FDA guidance is not presented here as a general pharmaceutical GMP requirement. Neither source means every report receives identical scripts.

What to evidence

For a report that supports a material GxP decision, evidence should normally cover:

  • the intended user, decision and source records;
  • filter, grouping, formula and date logic;
  • treatment of blank, invalid, cancelled and late records;
  • role-based visibility and whether restricted records affect totals;
  • data refresh timing and the point at which the output is current;
  • representative boundary and exception cases;
  • reconciliation to authoritative records;
  • controlled change and periodic review.

Testing the report builder is not enough if a dashboard, export or manual step changes what the decision-maker sees. The full execution path includes prompts, saved views, security, scheduling, exported calculations and any reconciliation performed outside Vault.

Keep the source available

Where the report prioritises or summarises work, users should be able to reach the underlying record. The report may be the decision surface without becoming the record of truth. That distinction should appear in procedures and training, especially when exported copies circulate after the live data changes.

Sources