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AI-assisted pharmacovigilance

Safety monitoring for social media and medical literature

Two AI-assisted products for pharmacovigilance teams. Inno-Pulse screens multilingual social-media conversations. PV Journals screens local medical journals every week. Both flag potentially safety-relevant content, keep it traceable to the source and leave the final assessment to your PV specialists.

Try the live demos

Inno-Pulse Social media monitoring Open demo ↗
Login demo Password demo2024
PV Journals Literature screening Open demo ↗
Login inno-user Password demo123
Inno-Pulse Inno-Pulse dashboard comparing recent adverse-event mentions with a historical baseline; a tooltip flags a spike for hallucination.
PV Journals PV Journals source catalogue listing 11 local medical journals with their latest issues and check status.
Products

Two sources of safety information, one review approach

Use them separately or together to cover both patient-generated content and published literature.

Inno-Pulse AI-assisted social media monitoring

Identifies potential adverse-event mentions in multilingual social-media content, codes them to MedDRA and surfaces emerging patterns.

  • Facebook, Reddit and X/Twitter; more sources in about a week
  • Seriousness and severity screening
  • Trend and anomaly detection against a baseline
  • Alerts and scheduled reports
Medical literature

PV Journals AI-supported local literature screening

Screens local medical journals every week, flags potentially PV-relevant publications and prepares traceable output for expert review.

  • 11 local journals in the current Kazakhstan demo
  • Brand names, INNs, synonyms and local generics
  • Reason for flagging on every record
  • Weekly report, Excel export and screening history
Inno-Pulse · Social media monitoring

From online conversations to structured safety information

Safety-relevant information is buried in large volumes of multilingual, unstructured content. Manual screening across products, sources and markets is hard to scale, and emerging patterns are easy to miss.

  1. Social-media content
  2. Medicine & brand identification
  3. Adverse-event extraction
  4. MedDRA normalization
  5. Seriousness screening
  6. PV review
  7. Trends, alerts & reports

Multi-source monitoring

Covers Facebook, Reddit and X/Twitter today. Other sources can typically be added in about one week, depending on source access and platform/API restrictions.

Multilingual analysis

Identifies medicine and adverse-event information across languages and keeps the original text for expert review.

Structured extraction

Detects medicines, brands and adverse events, and normalizes reactions to MedDRA Preferred Terms and System Organ Classes.

Safety-focused review

Filter separately by seriousness and severity, with every mention traceable to its original post.

Trend & anomaly monitoring

Compares recent activity with historical patterns to surface unusual increases that may need further assessment.

Alerts & reporting

Immediate notifications for potentially serious events, plus scheduled daily and weekly reports.

Reduce screening workload

Focus expert review on prioritized, safety-relevant content instead of the full stream.

Recognize emerging patterns

Track unusual changes across products, reactions, sources and markets.

Competitive safety intelligence

Follow safety-related discussions around competitor products.

PV Journals · Literature screening

Weekly screening of local medical literature, ready for expert review

Local medical journals publish case reports and safety observations that international databases often miss. Screening them by hand every week is slow and hard to document. PV Journals automates the weekly cycle and keeps every step traceable.

  1. Source monitoring
  2. New issue detection
  3. Configurable search
  4. PV-relevant record identification
  5. Deduplication
  6. Weekly report

Defined local source set

The Kazakhstan demo covers 11 local medical journals. Sources, therapeutic areas, products and markets can be extended to your scope.

Source and issue checks

Each cycle checks source availability and new issues, and compares them with the last screened issue.

Multilingual search logic

Search rules combine brand names, INNs, active substances, synonyms and local generics with adverse-reaction terms in English, Russian and Kazakh.

Reason for flagging

Flagged publications come with metadata, supporting text, source references and the reason they were flagged.

Weekly report & Excel export

A reviewer-ready list and weekly tracking table, in the dashboard and as an Excel export.

Screening history

Previous runs, search parameters and reports are retained for historical review and traceability.

Regulatory alignment. Designed to support literature-screening workflows aligned with EMA GVP principles and EAEU pharmacovigilance requirements, with source-level traceability, reproducible search logic and retained screening history.

Less manual screening

Reduce the weekly workload while keeping the process transparent.

Originators and generics

Track safety information across all products with the same active substance and compare findings across brands.

Ready for expert review

Your qualified PV team gets a clear, documented basis for assessment.

Human-in-the-loop

AI supports the screening. Your experts make the call.

Both products use AI for screening, structuring and prioritization. Final medical assessment, ICSR qualification, signal evaluation and regulatory decisions remain with your qualified PV team.

Every finding stays traceable to its original post or publication. Detected mentions are not automatically treated as regulatory-valid ICSRs.

Scope is configured around your products, competitors, markets, languages and sources. It complements your existing pharmacovigilance processes rather than replacing them.

Request a demo

See both products configured for your portfolio

Tell us which products, markets and sources matter to you. We'll set up a walkthrough around your monitoring scope.

  • Live walkthrough of Inno-Pulse and PV Journals
  • Discussion of your products, languages and markets
  • Delivery options: dashboard, scheduled reports or Excel export

Try it yourself

Explore both products with these demo accounts:

Inno-Pulse Social media monitoring Open demo ↗
Login demo Password demo2024
PV Journals Literature screening Open demo ↗
Login inno-user Password demo123