Talk to us about your pharmacovigilance software project.
Tell us your product portfolio, your regulatory markets, and how adverse event management works today. We'll scope the right build.
Adverse events arriving by phone, email, and web form with no single system capturing them all?
Your safety team manually building CIOMS and MedWatch forms from case data entered in a spreadsheet?
Adverse event reporting is a post-market obligation that applies from the day your drug is approved. Late reports, inaccurate CIOMS forms, or missed EudraVigilance submissions carry direct regulatory consequences -- not just process inefficiency.
We build pharmacovigilance software that captures adverse events from every intake channel, routes cases through medical review, generates submission-ready regulatory files, and maintains a locked audit trail from first report to agency submission.
Multi-channel adverse event intake -- web form, email-to-case, call centre -- consolidated into a single case database
Automated CIOMS, MedWatch, and E2B(R3) file generation from structured case data
Direct EudraVigilance and FAERS gateway integration for electronic submission
Complete audit trail with case locking and user-level timestamps on every action
Pharmacovigilance software captures adverse events from multiple intake channels, routes cases through medical review and causality assessment workflows, generates CIOMS and MedWatch submission files, and submits E2B(R3) reports electronically to EudraVigilance and FAERS. RaftLabs builds custom pharmacovigilance software for pharmaceutical companies that need post-market adverse event management under ICH E2B and GVP module requirements. Platforms deliver in 12 to 16 weeks at a fixed cost.
Drug approval does not end your regulatory obligations -- it begins a new set of them. Every approved product carries a post-market pharmacovigilance requirement: adverse events must be collected, medically reviewed, and reported to health authorities within defined timeframes. Expedited reports for serious unexpected adverse drug reactions go to the EMA within 15 days and to the FDA within 7 or 15 days depending on seriousness. Periodic safety update reports aggregate all safety data on a defined schedule. These deadlines are not negotiable, and the consequences of missing them or submitting inaccurate data are direct: warning letters, marketing authorisation suspension, or financial penalties.
The cost of inaccurate or late reporting extends beyond the immediate regulatory action. An uncorrected pattern of late submissions signals to regulators that your pharmacovigilance system lacks the controls to manage post-market safety obligations -- which can affect future approval timelines and increase inspection frequency across your entire portfolio. Safety data quality problems, once identified in an inspection, require corrective action plans, re-submission of affected reports, and often a full audit of your pharmacovigilance system.
Most mid-size pharmaceutical companies hit the limits of manual pharmacovigilance at a specific inflection point: when adverse event volume grows beyond what a small team can manage in spreadsheets, or when a new market approval brings submission obligations to a second regulatory agency with different format requirements. Oracle Argus and Veeva Vault Safety are the market leaders, but both are large platforms built for large organisations. Configuration takes months, licensing is expensive, and neither is designed to be stood up quickly by a company scaling from a handful of products to a broader portfolio. Custom-built pharmacovigilance software fills the gap: built to your product portfolio, your regulatory markets, and your intake channels, delivered in weeks rather than a platform rollout programme measured in quarters.
Adverse events reach your safety team through multiple channels simultaneously -- patients calling a phone line, healthcare professionals submitting via a web form, clinical site coordinators sending emails, and spontaneous reports arriving from literature monitoring. When each channel feeds a different inbox or spreadsheet, cases get duplicated, delayed, or missed entirely. We build a unified intake system that routes every channel into a single case database with a consistent data structure. Web forms capture structured data directly. Email-to-case parsing reads incoming messages and creates draft case records for a safety associate to review and complete. Call centre integration provides a guided data entry screen so operators capture the minimum safety data set on the first contact. Spontaneous reports from clinical sites and company representatives follow a defined submission path that creates a case record automatically. Duplicate detection logic compares incoming cases against existing records on key fields before a new case is opened.
Once a case is captured, it enters a structured medical review process that the platform enforces rather than relies on individual judgment. A triage step assigns seriousness criteria -- death, life-threatening, hospitalisation, disability, congenital anomaly, or other medically important condition -- and triggers the appropriate reporting timeline based on the outcome. Causality assessment captures the reviewer's evaluation of whether the suspected adverse drug reaction is related to the product, using standard terminology and the assessment methods your safety physician applies. The platform distinguishes between expedited and non-expedited cases and routes them to the correct workflow branch with the relevant deadline displayed. Cases requiring medical officer review are escalated with the full case narrative, patient demographics, concomitant medications, and prior medical history already assembled for the reviewer. Narrative generation tools compile the structured case data into a draft medical narrative that the safety physician reviews and finalises.
Each regulatory agency requires adverse event reports in a specific format: CIOMS I forms for MedWatch submissions to the FDA, MedWatch 3500A for US expedited reports, and E2B(R3) XML for electronic submissions to EudraVigilance and other ICH-compliant agencies. Building these files manually from case data is time-consuming and error-prone -- a single mapping error affects every submission generated from that case. We build automated file generation that maps structured case data to the correct fields in each output format, produces submission-ready files, and validates them against the relevant ICH E2B(R3) schema before a human reviewer approves them for submission. Output formats are configurable per regulatory market, so the same case data can generate a MedWatch for the FDA, an E2B XML for EudraVigilance, and a country-specific report for an additional market without manual reformatting. Submission files are stored against the case record with version history.
Regulatory agencies expect more than individual case reporting -- they expect you to monitor your aggregate case data for emerging safety signals and report findings in your periodic safety update reports. Signal detection in the platform runs disproportionality analysis across your case database, comparing observed adverse event frequencies to expected background rates using standard methods such as reporting odds ratios and proportional reporting ratios. Cases that meet signal criteria are flagged for clinical review and tracked through a signal assessment workflow that records the assessment decision, the data reviewed, and the outcome. Aggregate reporting tools pull the full case dataset for any time period and product scope, producing the case counts, seriousness breakdowns, and outcome data your PSUR and DSUR preparation requires. Case series review screens allow the safety team to review all cases for a specific adverse event term across the full product history.
Electronic submission to regulatory agency safety databases removes the manual step of uploading files through agency portals and creates a direct record of each submission with acknowledgement tracking. EudraVigilance integration connects to the EMA gateway using the E2B(R3) XML format, handles the ICH message acknowledgement workflow, and surfaces any validation errors returned by the gateway so the safety team can correct and resubmit without losing the submission record. FDA FAERS integration supports electronic submission via the FDA Electronic Submissions Gateway using MedWatch 3500A data or E2B(R3) format for manufacturers, and handles the submission acknowledgement returned by the FDA system. For pharmaceutical companies marketing products in multiple regions, the platform manages different submission obligations per market -- some agencies accept E2B directly, others require national reporting forms -- with each submission tracked separately against the relevant deadline and agency.
Every action on a case is logged with the identity of the user who performed it, the timestamp, the field changed, the previous value, and the new value. This audit trail is generated automatically by the system -- it does not depend on individual users remembering to document their actions. Cases are locked after submission to the regulatory agency, preventing any further edits to the submitted version. If a follow-up report is required -- new information received after the initial submission -- a linked follow-up case is created from the locked original, preserving the integrity of what was submitted while allowing the new data to be captured and a follow-up report generated. The audit trail is retrievable in full for any case at any time, formatted for regulatory inspection. Access controls enforce role-based permissions so data entry staff, medical reviewers, and safety officers each operate within the data access their function requires.
Frequently asked questions
Oracle Argus and Veeva Vault Safety are mature platforms built for large pharmaceutical organisations with dedicated IT teams to configure and maintain them. Both require significant implementation time -- typically six months to a year for a full deployment -- and licensing costs that are sized for enterprise organisations. Custom pharmacovigilance software makes sense when your adverse event volumes and product portfolio are at a scale where a spreadsheet-based process has broken down but where you do not yet need the full capability of an enterprise platform, when you have specific intake channels or regulatory markets that the standard platforms do not support well out of the box, or when you need to control implementation timeline and cost more tightly than an enterprise platform rollout allows. We scope and deliver pharmacovigilance platforms in 12 to 16 weeks at a fixed cost -- significantly faster than a typical Oracle Argus or Veeva implementation project.
E2B(R3) is the ICH standard for electronic exchange of individual case safety reports. The format is XML with a defined message structure covering the case identification, reporter details, patient information, suspect drug, and adverse event terms coded to MedDRA. In our platforms, structured case data entered by the safety team is mapped to the E2B(R3) XML schema automatically during report generation. The output file is validated against the ICH E2B(R3) schema before the safety officer approves it for submission. Approved files are transmitted to the receiving agency -- EudraVigilance for the EMA, or the FDA Electronic Submissions Gateway -- via the relevant gateway connection. Acknowledgement messages returned by the agency are captured and linked to the submitted case record so the safety team has a complete submission history.
Yes, consolidating multiple intake channels into a single case database is one of the primary problems a pharmacovigilance platform solves. The intake module handles web-based reporting forms for healthcare professionals and patients, email-to-case parsing for safety reports sent to a designated mailbox, call centre data entry screens that guide operators through the minimum safety data set, and direct data feed from clinical trial EDC systems for trial-phase adverse events. Each source creates a case record in the same structured format with the intake channel recorded. Duplicate detection runs on incoming cases to surface potential duplicates before a new case is opened -- particularly important when a single adverse event may be reported by both a patient and the treating physician.
A pharmacovigilance platform covering multi-channel adverse event intake, medical review workflow, CIOMS and MedWatch generation, and E2B(R3) submission typically runs $40,000 to $80,000. Adding EudraVigilance and FAERS gateway integration, signal detection, and aggregate reporting tools for PSUR preparation typically adds $20,000 to $40,000 depending on the complexity of the regulatory markets covered. The largest cost variables are the number of intake channels to integrate, the number of regulatory submission formats required, and the depth of signal detection analysis needed. Cost is fixed before development starts. See our pharmaceutical software development page for context on how pharma software projects are scoped and priced.
What clients say
Three-year average engagement. Founders and operators describing the work in their own words. No marketing varnish.

All of the sprints were completed on schedule and on budget. We highly recommend RaftLabs!
01 / 02
Tell us your product portfolio, your regulatory markets, and how adverse event management works today. We'll scope the right build.