Reduce months of manual screening into days. Aevum's semantic indexing and cross-referencing engine maps clinical evidence across PubMed, trial registries, and grey literature.
Workflow
Automated Screening
AI filters 10,000+ records against PICO criteria, flags duplicates, and surfaces conflicting evidence with confidence scores.
Output
Evidence Maps
Interactive PRISMA-style flow diagrams and knowledge graphs showing treatment pathways and research gaps.
Compliance
Audit Trail
Every extraction is timestamped and traceable to primary sources, meeting Cochrane and FDA documentation standards.
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How Aevum Helps
Our verified knowledge graph connects clinical outcomes to mechanistic pathways, automatically flagging low-quality studies and highlighting high-impact meta-analyses in real-time.
78%
Time Saved in Screening
99.2%
Source Verification Rate
3.5x
Faster Protocol Drafting
De-risk trial initiation by matching eligibility criteria to patient populations, historical control data, and site capabilities across global networks.
Design
Protocol Optimization
Simulate inclusion/exclusion criteria against de-identified EHR cohorts to predict enrollment velocity and dropout rates.
Monitoring
Real-Time Safety Signals
Continuous literature surveillance for competing studies and adverse event reports affecting trial integrity.
Integration
EDC/CTMS Sync
API-native export to standard trial management systems with structured data mapping and version control.
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How Aevum Helps
Dynamic trial feasibility models update as new publications and registry data emerge, preventing costly protocol amendments and site activation delays.
Navigate FDA, EMA, and ICH guidelines with machine-readable regulatory landscapes, adverse event databases, and post-market surveillance tools.
Surveillance
Adverse Event Tracking
Cross-reference FAERS, EUDRAVIGILANCE, and clinical literature to identify emerging safety signals before they impact labeling.
Documentation
Automated Submissions
Generate structured sections for eCTD submissions with auto-citation, version tracking, and regulatory alignment checks.
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How Aevum Helps
Regulatory timelines are mapped to your product lifecycle. Get proactive alerts on guideline updates, competitor approvals, and signal detection benchmarks.
Bridge the gap between controlled trials and clinical practice. Synthesize claims data, patient registries, and observational studies into actionable RWE.
Data
Multi-Source Integration
Harmonize heterogeneous RWE datasets using standardized ontologies and SNOMED-CT mapping for consistent analysis.
Analytics
Comparative Effectiveness
Model treatment outcomes across diverse populations, accounting for confounders and healthcare system variability.
Power residency programs, CME platforms, and internal pharmacovigilance training with living, updated clinical knowledge.
Content
Curriculum Alignment
Map learning objectives to current guidelines, case studies, and board-exam relevant pathways automatically.
Assessment
Adaptive Quizzing
Generate scenario-based assessments that evolve with new evidence, ensuring trainees learn the latest standards of care.
Ready to Modernize Your Research Workflow?
Speak with our clinical solutions team to explore API integration, institutional licensing, or a customized pilot for your department.