AI infrastructure for medical communications

Built by medical experts for medical teams. Six modules that accelerate every step of evidence-based content creation — from literature search to meeting intelligence.
Research Monitoring Meeting Intelligence Fact-Checker Snapshots EDC
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Evidence Scanner™ · EDC Module
Dashboard
Patient CRF
Data Export
Analytics
Settings
Patient Baseline — CRF #0247
Oncology · Phase III
Center
PL-WAR-003
Sex
Female
Age at start
58
Age bucket
50–64
ECOG
1
Met Sites #
3
Mets Visceral
Yes — Liver
Disease course
Metastatic
Vital status
Select...
Alive
Dead
Lost to follow-up
CRF Completion
78%
AI modules

Six modules. One platform.

Each module solves a specific bottleneck in medical communications. Use them independently or combine for end-to-end workflows.

Research
Structured PubMed queries with narrative or table outputs. From search to draft in minutes, not days.
Multi-database search (PubMed, Cochrane, Embase)
Structured evidence tables with citations
Narrative summaries ready for medical review
Monitoring
Weekly literature digests by drug, target, or therapeutic area. Never miss a relevant publication again.
Automated weekly digest by topic or product
Competitor activity tracking
Congress abstract monitoring
Meeting Intelligence
Advisory board transcription + structured AI summary. Full meeting intelligence in 24 hours.
Real-time transcription with speaker identification
Structured summary by topic, sentiment, action items
Insight extraction for medical teams
Fact-Checker
Claim verification against source documents. Every statement traced back to the original evidence.
Claim-by-claim verification against cited sources
Flagging unsupported or overstated claims
MLR-readiness scoring
Snapshots
Batch PDF processing with structured questions. Upload 50 papers, get answers in a table.
Batch upload (PDF, Word, slides)
Custom question templates across documents
Exportable structured data tables
EDC Platform
Electronic data capture for real-world data and RWE research. Structured collection, analysis-ready output.
RWD/RWE study design and data capture
Custom eCRF builder
Automated data quality checks
AI in our services

How AI powers every service

1
AI accelerates
Literature search, draft generation, data structuring, monitoring — done in hours, not weeks.
2
Expert validates
Medical writers, health economists, and KOL managers review, interpret, and refine every output.
3
You receive
MLR-ready deliverables backed by evidence, validated by experts, delivered on time.
Service AI modules used What AI does
Value Dossier Research Snapshots Systematic evidence extraction, comparator landscape mapping, structured data tables
Comparator Adaptation Research Monitoring EDC Local treatment pattern analysis, RWE data processing, gap identification
Advisory Boards Meeting Intel Research Real-time transcription, structured summaries, insight extraction from discussions
Congress Debrief Monitoring Snapshots Fact-Checker Abstract batch analysis, competitive monitoring, claim verification across presentations
Medical Writing Research Fact-Checker Literature search, reference verification, draft structuring
Speaker Training Fact-Checker Snapshots Slide claim verification, Q&A evidence bank preparation
RWE Research EDC Research Monitoring Data capture, literature context, ongoing publication tracking
AI in action

AI at work

Real projects where AI modules accelerated delivery without compromising scientific quality.

Medical Affairs Congress debrief
Congress debrief in 48 hours
Meeting Intelligence captured 12 sessions at ESMO. Monitoring identified 8 competitor abstracts. Combined output delivered as a board-ready debrief within 2 days.
48h turnaround vs. 2-week standard
Market Access Evidence generation
Value dossier literature review: 400 papers in 3 days
Research module searched PubMed + Embase. Snapshots extracted endpoints from 400 PDFs. Medical team validated and finalized in 5 days total.
5 days vs. 3-week manual process
Medical Affairs Evidence generation
MLR pre-check: 120 claims verified before submission
Fact-Checker scanned a 40-page slide deck, flagged 18 unsupported claims, and linked corrected versions to source documents.
Zero MLR rejections on first submission
Medical Affairs KOL / Expert engagement
Advisory board: 6-hour session, structured report in 24h
Real-time transcription of a 6-hour multi-country advisory board. AI-structured summary with sentiment analysis, key themes, and action items.
24h delivery vs. 10-day standard
Launch Competitive monitoring
Competitive landscape tracker for biosimilar launch
Monitoring module tracked 5 competitor molecules across 3 markets. Weekly digest combined with Research deep-dives on new publications.
6-month continuous tracking, zero missed publications
Our approach to AI

AI does the work.
Experts make the decisions.

AI handles
Literature search and screening across databases
First-draft generation and document structuring
Data extraction, structuring, and table creation
Ongoing monitoring and competitive alerts
Transcription and meeting structuring
MAG experts handle
Scientific interpretation and clinical context
MLR validation and regulatory compliance
KOL and stakeholder relationship management
Local market adaptation and cultural nuance
Final content quality and strategic alignment
“AI handles the volume. Our experts handle the judgement. You receive ready outputs.”
Get started

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Tell us your therapeutic area and use case — we’ll show you exactly how our AI works for your team.
Live demo with your therapeutic area
Module recommendations for your workflow
No commitment — 30-minute session
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