The Strategic Intelligence
Platform for Pharma
Every drug development decision depends on strategic
intelligence — competitive landscapes, target product
profiles, conference insights, clinical trial analysis. Today,
these take months of manual work or expensive consulting
engagements.
Epistemic AI is building a platform that automates these
deliverables across your entire pipeline. Each module below
addresses a specific planning need. Together, they form a
unified intelligence layer for your organization.
One Platform. Every Planning Need.
Drug development planning spans multiple workstreams. Our modules map to each stage — use them individually or as an integrated platform.
Gather Evidence
Build your evidence base from scientific, clinical, and commercial sources.
Assess the Landscape
Understand your competitive position, clinical risks, and key opinion leaders.
Define Strategy
Build your product positioning and differentiation strategy.
Stay Current
Monitor conferences, competitors, and the evolving landscape continuously.
Competitive Intelligence
Know exactly where your pipeline stands vs. competitors
Automated competitive landscape assessments covering the full pipeline — from early discovery through approval. Structured around key players, assets, market positioning, and strategic differentiation. Ready for board-level presentation.
- Full pipeline mapping: early discovery → IND → approval
- Competitor matrix with asset profiles and market positioning
- Curated and AI-validated from direct sources
- Near-term catalysts, patents, outcomes, and regulatory intelligence
Target Product Profiles
Define your product’s strategic positioning with data, not guesswork
AI-generated target product profiles that synthesize clinical, competitive, and regulatory data into structured, board-ready documents. Validated by our in-house life science experts.
- Automated TPP generation from competitive data
- Benchmarking against competitor profiles
- Regulatory and market access alignment
- Living documents that update as the landscape shifts
Conference Intelligence
Never miss a competitive signal from a major medical conference
Automated intelligence from major medical conferences — capturing key presentations, competitor data, and strategic implications so your team stays ahead without attending every session.
- Real-time conference monitoring and analysis
- Automated abstract and presentation extraction
- Competitive implications summarized for your pipeline
- Cross-conference trend identification
Clinical Trials Intelligence
Assess competitive risk from global clinical trial data
Extrapolates outcome, endpoint, and safety data from global clinical trials for competitive risk assessments — enabling pipeline, biomarker, and cross-therapy analysis.
- Outcome and endpoint analysis
- Recruitment rates and trial progress
- Safety and adverse event signals
- Cross-therapy competitive mapping
KOL Mapping
Map the opinion leaders shaping your therapeutic area
Identify and map key opinion leaders across therapeutic areas. Our platform finds and relates principal investigators, industry leaders, and academic experts at all levels — connecting them to publications, trials, patents, and influence networks.
- KOL identification and ranking
- Company and institutional directories
- Publication, patent, and trial mapping
- Influence networks and visualization
Knowledge Map
The intelligence engine behind every deliverable
The foundational layer of the platform. Knowledge Maps connect billions of biomedical entities — drugs, trials, companies, genes, publications — and surface the relationships that matter for your specific questions. Every strategic deliverable we produce is built on this foundation.
- Evidence gathering across all biomedical data
- Literature review and synthesis
- Translational research support
- Hypothesis generation and validation
Drug Discovery
Connect drugs, targets, and indications for pipeline analysis
Connect drugs and chemicals to targets and indications through the lens of bioavailability, trials, SARs and PG effects. Detailed interaction data for efficient in silico analysis.
- Target identification and validation
- Drug repurposing opportunities
- PK/PD modelling
- Drug safety & efficacy profiling
Scientific Analysis
Genomic, pathway, and phenotypic analysis for translational teams
Advanced analytical capabilities connecting genomic, pathway, and phenotypic data to support biomarker identification, target validation, and translational research.
- Gene enrichment and pathway analysis
- Variant analysis and clinical interpretation
- Phenotypic theme extraction across documents
- Biomarker discovery