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AI Can Review the Change. It Should Not Own the Decision.

Blog

AI Can Review the Change. It Should Not Own the Decision.

Explore six AI-assisted PSMF review use cases that support faster reviews, Annex I Change Logs, and consistency while keeping human oversight in control.

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Other Posts to Explore

Automated PSMF Generation: Seven Days for Verification, Not Reconstruction

Blog

Automated PSMF Generation: Seven Days for Verification, Not Reconstruction

Seven controls that make automated PSMF generation reliable under the 7-day PSMF requirement, from approved content to final retrieval.

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9 Signs Your Manual PSMF Process Has Reached Its Limit

Blog

9 Signs Your Manual PSMF Process Has Reached Its Limit

Nine signs your Word and Excel PSMF process is becoming person-dependent, difficult to trace, and ready for a more structured ePSMF approach.

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PSMF Lifecycle Management: What Happens Between “The System Changed” and “The File Is Approved”?

Blog

PSMF Lifecycle Management: What Happens Between “The System Changed” and “The File Is Approved”?

Follow eight stages of PSMF lifecycle management, from source change and impact assessment through review, approval, versioning, and final generation.

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12 PSMF Management Software Features That Matter

Blog

12 PSMF Management Software Features That Matter

Compare 12 PSMF management software features for version control, audit trails, global and local PSMFs, AI, and inspection readiness.

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PSMF Setup and Maintenance Checklist: 14 Controls Built for Day 100

Blog

PSMF Setup and Maintenance Checklist: 14 Controls Built for Day 100

Use this 14-point PSMF setup and maintenance checklist to establish a new EU pharmacovigilance system and keep it controlled after go-live.

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Managing Global and Local PSMFs Across Multiple Clients

Blog

Managing Global and Local PSMFs Across Multiple Clients

Managing global and local PSMFs across clients? Learn how PV service providers control local changes, vendors, versions, and inspection readiness.

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Connected PV Systems and PSMF Readiness

Blog

Connected PV Systems and PSMF Readiness

Learn how connected safety, quality, regulatory, and vendor data supports controlled PSMF updates and continuous inspection readiness.

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EU Regulation 2025/1466 and the PSMF: Deviations, Outsourcing, and Governance

Blog

EU Regulation 2025/1466 and the PSMF: Deviations, Outsourcing, and Governance

Learn how EU Regulation 2025/1466 affects PSMF expectations for major and critical deviations, outsourcing oversight, subcontractor governance, and inspection readiness.

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Pharmacovigilance Agreements and the PSMF: Audit Ready

Blog

Pharmacovigilance Agreements and the PSMF: Audit Ready

Learn how to align pharmacovigilance agreements with the PSMF, control delegated responsibilities, prove QPPV oversight, and prepare for inspections.

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PSMF Annex Management: How to Keep Dynamic Annexes Inspection Ready

Blog

PSMF Annex Management: How to Keep Dynamic Annexes Inspection Ready

Learn how dynamic PSMF annexes create inspection risk, why Annex I matters, and how controlled workflows help maintain current, traceable, inspection-ready annex records.

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How to Move a Client from Manual Files to a Controlled ePSMF

Blog

How to Move a Client from Manual Files to a Controlled ePSMF

Follow this PSMF handover checklist to migrate manual files into a controlled ePSMF while preserving history, validating data, and preparing for inspection.

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PSMF Services vs PSMF Software: Choosing the Right Delivery Model

Blog

PSMF Services vs PSMF Software: Choosing the Right Delivery Model

Compare manual PSMF services with software platforms and learn which model offers PV service providers stronger control, scalability, and inspection readiness.

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PSMF Version History vs Audit Trail: What Each Proves During Inspection

Blog

PSMF Version History vs Audit Trail: What Each Proves During Inspection

Learn how version history and audit trails support PSMF inspection readiness, traceability of Annex I Change Logs, QPPV oversight, and controlled PSMF governance.

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PSMF QPPV Oversight in Practice: What Inspectors Expect

Blog

PSMF QPPV Oversight in Practice: What Inspectors Expect

Learn how the PSMF demonstrates QPPV oversight through governance structures, delegated activity oversight, Annex I records, and inspection-ready evidence.

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UK PSMF vs EU PSMF: What MAHs Need to Govern Differently

Blog

UK PSMF vs EU PSMF: What MAHs Need to Govern Differently

Learn the key governance differences between UK and EU PSMFs, including QPPV requirements, UK National Contact Persons, regional annex management, and inspection readiness considerations.

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How AI Simplifies PSMF Oversight Without Adding Complexity

Blog

How AI Simplifies PSMF Oversight Without Adding Complexity

PSMF oversight can fail when changes are scattered across systems. Learn how AI-supported review helps catch documentation gaps before inspections while keeping human approval in control.

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How to Automate PSMF Generation and Stay Audit-Ready

Blog

How to Automate PSMF Generation and Stay Audit-Ready

Learn how automated PSMF generation helps PV teams manage current content, controlled annexes, version history, audit trails, and inspection-ready documentation.

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PSMF Change Tracking Explained: From Manual Logs to Automated Systems

Blog

PSMF Change Tracking Explained: From Manual Logs to Automated Systems

Learn how automated PSMF change tracking supports Annex I, version history, audit trails, QPPV oversight, and inspection-ready documentation.

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The True Cost of PSMF Compliance Failure and How to Avoid It

Blog

The True Cost of PSMF Compliance Failure and How to Avoid It

Learn how PSMF compliance failures create inspection risk, remediation effort, QPPV pressure, and documentation gaps, and how to prevent them.

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Why Real-Time Data Integration Is Critical for Pharmacovigilance Systems

Blog

Why Real-Time Data Integration Is Critical for Pharmacovigilance Systems

Learn why real-time data integration helps pharmacovigilance teams keep PSMFs current, reduce documentation gaps, support QPPV oversight, and improve inspection readiness.

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Global and Local PSMFs: How to Stay Compliant Across All Organizational PSMFs

Blog

Global and Local PSMFs: How to Stay Compliant Across All Organizational PSMFs

Understand global vs local PSMF compliance, regional requirements, and how to maintain inspection-ready pharmacovigilance systems across affiliates.

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The 7-Day Rule in Pharmacovigilance: Is Your PSMF Always Inspection Ready?

Blog

The 7-Day Rule in Pharmacovigilance: Is Your PSMF Always Inspection Ready?

Learn how the 7-day rule in pharmacovigilance impacts PSMF inspection readiness, data lock point awareness, and how PSMF management software supports compliance.

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21 CFR Part 11 and Digital PSMF Systems: What Compliance Really Means

Blog

21 CFR Part 11 and Digital PSMF Systems: What Compliance Really Means

Understand what 21 CFR Part 11 means for digital PSMF systems, including validation, audit trails, ALCOA+, and inspection-ready compliance.

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What Inspectors Actually Look for in Your PSMF During Inspections

Blog

What Inspectors Actually Look for in Your PSMF During Inspections

Learn what inspectors actually check in your PSMF during inspections, from annex accuracy and QPPV oversight to vendor control and inspection findings.

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Why Manual PSMF Management Fails Audits & Inspections (And What to Do Instead)

Blog

Why Manual PSMF Management Fails Audits & Inspections (And What to Do Instead)

Learn why manual PSMF management leads to audit failures, common inspection findings, and how system-driven approaches improve inspection readiness.

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One-Click PSMF Generation: Publish PSMFs on the Go

Article

One-Click PSMF Generation: Publish PSMFs on the Go

Generate submission-ready, compliance-checked PSMFs instantly with a single click.

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Keeping PSMFs Updated with External Data Source Integration

Article

Keeping PSMFs Updated with External Data Source Integration

Automate PSMF updates from external data sources with real-time alerts, audit trails, and inspection-ready documentation.

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How can organizations manage Local PSMFs more efficiently?

Article

How can organizations manage Local PSMFs more efficiently?

Organizations can reduce compliance risk and manual overhead by aligning local PSMFs with global data, connected workflows, and reusable templates.

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PSMF Manager Launch at DIA India 2025

Update

PSMF Manager Launch at DIA India 2025

PSMF Manager was launched at DIA India Annual PV Conference 2025 in Mumbai, India by PVCON Consulting Founder & CEO, Moin Don and PSMF Manager Team.

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