AI-assisted extraction
Controlled migration
Validation content migration

AI-Powered Migration to Veeva Validation Management

Transform existing validation documentation into structured Veeva Validation Management records through AI-assisted extraction, intelligent mapping and controlled migration

Preserve source traceability from extraction through reconciliation.

Veeva-AI-outline-hq
6
Migration stages Extract through reconcile
3
Report formats PDF, XLSX and JSON
227
User Requirements Example run in a VVM test environment

Preserve your validation investment

Keep your source information connected to every record

Transform your existing requirements and validation documentation into structured digital records, with review before migration.

1

Source traceability

Source document locations stay with extracted values, helping you review and verify information against the original documentation.

2

Confidence-based review

Confidence indicators help you identify extracted information that needs attention before records move into VVM.

3

Gaps made visible

Missing source information and extraction findings are surfaced for your review during migration preparation.

How V-Migrate works

A controlled path to Veeva Validation Management

Move your existing validation content through six stages, with field-level lineage linking each migrated value back to its source.

1

Extract

Extract structured information from your source validation documents.

2

Review

Correct, approve, reject or exclude extracted records before migration.

3

Map

Map your source information to VVM objects and fields.

4

Validate

Identify migration readiness issues, errors and warnings.

5

Migrate

Execute controlled migration in dependency order.

6

Reconcile

Compare migration results and document differences.

Built for controlled migration

Visibility and traceability at every migration stage

Review extracted content, validate mappings and monitor execution as your documentation becomes structured VVM records.

AI-assisted extraction and review

Review extracted values beside their source

V-Migrate extracts your validation content and retains source document locations alongside the extracted values. Confidence indicators and visible gaps help you focus your review. Correct, approve, reject or exclude records before moving forward.

Intelligent mapping to VVM

Validate your mappings before migration

Map source records and fields to the VVM data model using configurable rules and AI-assisted suggestions. Review and validate your mappings before migration, including field mapping to the VVM Validation Requirement object.

Controlled migration execution

Monitor your migration in dependency order

Validated records are prepared for migration and loaded in dependency order. Monitor execution with migration status and outcomes remaining visible. The example in the V-Migrate datasheet shows 227 User Requirements migrated to a VVM test environment.

Source traceability

Keep source document locations with extracted values for review and verification.

Reviewer decisions

Correct, approve, reject or exclude extracted records before migration.

Configurable mapping

Map source information to VVM objects and fields with rules and AI-assisted suggestions.

Readiness checks

Identify migration readiness issues, errors and warnings before execution.

Dependency-aware execution

Load validated records in dependency order and monitor migration outcomes.

Migration reconciliation

Compare records with source information and generate reports in PDF, XLSX and JSON.

Reconcile with confidence

Compare your migrated records with their source

Identify differences, document exception decisions and generate migration reports in PDF, XLSX and JSON. Your migration outcomes remain available for review alongside the source information.

Your reconciliation review

  • Compare migrated records with source information
  • Identify and document differences
  • Record exception decisions
  • Generate PDF, XLSX and JSON migration reports

Plan your move to Veeva Validation Management

Discover how V-Migrate can help you transform existing validation documentation into structured VVM records, with traceability, readiness checks and reconciliation.

V-Migrate is a Spotline product. Veeva, Vault, Veeva AI and Veeva Validation Management are trademarks of Veeva Systems Inc.