Pharmacovigilance guides
Practical, in-depth guides on drug safety operations — from ICSR case processing and E2B submission to signal detection, compliance, and software selection.
All guides
Cornerstone articles for PV teams, CROs, and small-to-mid pharma evaluating modern, affordable drug-safety software.
Best Pharmacovigilance Software for CROs: A 2026 Buyer's Guide
A CRO does not buy a safety database the way a pharma company does. You are buying an operating model for many sponsors at once — so the criteria that matter are tenant segregation, per-sponsor reporting, and what it costs to onboard the next client.
Scenario: A CRO Onboarding Five Sponsors onto One Platform
A modelled walkthrough of multi-tenant onboarding — what the one-time platform build involves, what each additional sponsor tenant actually costs in elapsed time, what gets configured per client, and which parts of the timeline sit with you rather than with us.
Scenario: What Compliant Pharmacovigilance Actually Costs a Small Pharma Company
"Affordable" is meaningless without a cost structure. This scenario walks a single-product company's PV cost base line by line — what a hosted model removes, what remains yours regardless of vendor, and how to build a comparable total-cost model before you ask anyone for a price.
Scenario: How Long Until Your First Live Submission?
Vendors quote provisioning time; you need time to go-live, and the two are very different numbers. This scenario separates them, shows where the weeks actually go, and explains why the lasting time gain is deadline reliability rather than a faster setup.
CRO Pharmacovigilance Workflow: How the Operation Actually Runs
Outsourced pharmacovigilance succeeds or fails on the boundaries — who reports what, to whom, by when, and how it is reconciled. This guide walks the CRO operating model from the safety data exchange agreement through to the monthly metrics, and shows where the technology has to fit.
Pharmacovigilance Outsourcing Technology: A Sponsor's Due-Diligence Guide
If you outsource pharmacovigilance, you remain accountable for it — and at an inspection you will need to demonstrate oversight of a system you do not own. This guide covers what to assess in your provider's technology, and what to write into the agreement.
Veeva Vault Safety Alternatives: A 2026 Buyer's Comparison
Veeva Vault Safety is a strong enterprise cloud safety platform, but enterprise scope carries an enterprise cost and implementation profile. This guide covers when an alternative makes sense, how PVgenix compares, and the questions to put to every vendor on your shortlist.
ArisGlobal LifeSphere Safety Alternatives: A 2026 Comparison
ArisGlobal LifeSphere Safety competes at the enterprise end of the pharmacovigilance market with a heavy automation story. This guide covers when a leaner alternative makes sense, how PVgenix compares, and what to verify with any vendor before you commit.
AI in Pharmacovigilance: What Actually Works, and What Should Not
AI in pharmacovigilance is neither the transformation vendors imply nor the risk sceptics fear. It is genuinely good at a specific set of clerical tasks and structurally unsuitable for the regulated determinations. Knowing which is which is the whole discipline.
AI vs Manual ICSR Processing: Where the Time and Money Actually Go
A business case for AI-assisted case processing only holds up if it is honest about which steps change and which do not. This guide breaks the workflow down step by step, compares the error profiles, and gives you a method for measuring the difference on your own cases.
AI MedDRA Coding Explained: How Auto-Coding Works and Where It Stops
Coding is the step where automation is most mature in pharmacovigilance, and the one with the least forgiving version control. This guide covers how auto-coding actually works, why verbatim text is genuinely hard, and what the reviewer must still own.
ICSR Triage and Duplicate Detection: The First Gate That Decides Everything
Triage and duplicate detection are the cheapest place to fix a case and the most expensive place to get it wrong. A duplicate that gets through is processed, assessed and submitted twice; a triage delay is taken straight out of the regulatory clock.
ICSR Follow-Up and Case Versioning: Keeping a Case Defensible Over Time
A case is rarely complete when it arrives. How you handle the information that follows — and whether you version the case or overwrite it — decides whether you can reconstruct what was known and reported at any earlier point. That reconstruction is what inspections and data lock points depend on.
Medical Review vs Quality Review: Two Gates, Two Different Questions
Quality review asks whether the case is an accurate, complete record of what was reported. Medical review asks whether it makes clinical sense and what it means. Conflating them is how cases pass through two sign-offs without either question being properly answered.
E2B(R3) Implementation: From Field Mapping to First Live Submission
Knowing how E2B(R3) differs from R2 is not the same as being able to submit in it. This guide walks the implementation itself — mapping, regional profiles, the two distinct kinds of validation, acknowledgement handling, test submissions, and the qualification work around it.
CIOMS I vs E2B(R3): Why You Probably Need Both
A recurring source of confusion in safety operations: CIOMS I and E2B(R3) are often discussed as alternatives when they are different kinds of thing entirely. One is a form a person reads; the other is a data standard a system parses. Most operations need both, plus MedWatch 3500A.
Expedited Reporting Timelines: How the Clock Actually Works
Most late submissions are not caused by teams not knowing the deadline. They are caused by getting Day 0 wrong, treating a follow-up clock as a continuation of the original, or discovering a case that arrived somewhere else days earlier. This guide covers the mechanics.
Quality Management in Pharmacovigilance: CAPA, Deviations & Change Control Explained
A pharmacovigilance system is only as reliable as the quality processes behind it. This guide explains CAPA, deviation management, and change control in a PV context, and what a regulator expects to see when they inspect your quality system.
The Reporting Rules Engine: How a Case Becomes a Submission
A safety case does not automatically become a submission. It travels through five decision gates — each reading specific fields, each able to stop the case before an XML is produced. This guide walks that sequence for FDA, EMA and India, three ways at once: the why, the logic, and the build.
Aggregate Reporting End to End: How Periodic Safety Reports Are Built
Individual cases are firefighting. Aggregate reports are the disciplined, regulator-ready story of a product's evolving benefit–risk. This guide covers which report is needed when, how line listings and tabulations are built, and how to build the software that generates them.
Signal Detection: From First Principles to a Validated Signal
One course, three depths. Climb from first principles to disproportionality statistics and Bayesian methods, learn exactly how to build and optimise the detection pipeline, and get the cross-testing angles that prove every number is correct — with a live calculator and an animated end-to-end flow.
How Much Does Pharmacovigilance Software Cost in 2026?
Pharmacovigilance software pricing is famously opaque. This buyer's guide breaks down the real cost drivers in 2026 — licensing, hosting, validation, dictionaries, and gateways — and explains why modern platforms can deliver the same core capability for far less.
Affordable Pharmacovigilance Software for CROs and Small Pharma in India
Enterprise safety suites were built for large pharma with big IT teams. This guide explains how CROs and small-to-mid pharma — especially in India — can run a complete, compliant PV operation on a modern, affordable, cloud platform.
Oracle Argus Alternatives: Affordable PV Software Compared (2026)
Oracle Argus Safety dominates the pharmacovigilance market, but it is not the right fit for every team. This guide explains when to consider an alternative and what a modern, affordable replacement should offer.
What Is ICSR Case Processing? The Full Workflow Explained
An Individual Case Safety Report (ICSR) is the core unit of pharmacovigilance. This guide walks through the complete case-processing workflow — from multi-channel intake to regulatory submission — and shows where automation helps and where qualified people stay in control.
E2B(R2) vs E2B(R3): A Practical Guide for PV Teams
E2B is the ICH standard for exchanging Individual Case Safety Reports electronically. This guide explains the practical differences between the older E2B(R2) and the current E2B(R3), and what they mean for your submissions.
Signal Detection Methods Compared: PRR, ROR, BCPNN, and EBGM
Disproportionality analysis is the backbone of statistical signal detection. This guide compares the four methods you will meet most often — PRR, ROR, BCPNN/IC, and EBGM — in plain language, with their strengths and limitations.
Aggregate Reporting Explained: DSUR, PBRER/PSUR, and PADER
Beyond individual cases, pharmacovigilance requires periodic aggregate reports that summarise a product's safety over time. This guide explains the main report types — DSUR, PBRER/PSUR, and PADER — and what they involve.
Literature Monitoring in Pharmacovigilance: A Practical Guide
Regulators expect marketing authorisation holders to monitor the scientific literature for adverse events. This guide explains the literature monitoring workflow, the obligations behind it, and how AI-assisted screening helps.
21 CFR Part 11 Compliance in Pharmacovigilance Explained
21 CFR Part 11 is the FDA rule governing electronic records and electronic signatures. This guide explains what it means for a pharmacovigilance system, the controls it requires, and how it connects to validation and GAMP 5.
Free pharmacovigilance training at PVgenix Academy
Reading is one thing; processing a case is another. The Academy is a free, live programme where you run ICSRs end to end — intake, MedDRA and WHO Drug coding, quality review, and E2B(R3) submission — inside the platform itself.
- Live instructor-led classes
- Hands-on platform access
- Certificate of Completion