Built for Medical Affairs and Scientific Strategy
Trust the Signal,
Not the Spreadsheet That Produced It
The data deluge from every congress, plus regulatory updates, plus manuscripts, plus registry changes. Your team is surrounded by abstracts and still benchmarking by hand. Kognitic normalizes clinical trial and clinical landscape evidence into an audit-grade standard you can defend in a leadership review.
Used across Medical Affairs, Scientific Strategy, Evidence Generation, HEOR, and Real-World Evidence teams. VP, Senior Director, Director, and Executive Director titles.
Trial arms mapped to ontology
Normalized
97% Structured
Audit-gradeEndpoints harmonized across studies
Aligned
Comparable
Cross-studyProvenance source-traced
Auditable
Every figure
TraceableModel explainability
Glass box
Parameters visible
DefensibleIllustrative view. Programs, indications, and figures are representative.
The Legacy Playbook
Weeks of Manual Benchmarking, and It Still
Won't Hold Up
Manual abstract extraction after every congress. Endpoint reconciliation across studies that each defined their populations differently. Internal review committees that demand auditable provenance before anything gets endorsed.
Manual abstract extraction after every congress. Weeks of it.
The signal is there. The time to find it is not.
Competitive density around the target is not clear until the deal is already deep
Endpoints do not line up across studies
The committee wants provenance you can defend
Where did this number come from? A spreadsheet is not an answer.
Why Medical Affairs Teams Choose Kognitic
Endorse What You Can Defend
This function gatekeeps trust and cannot publicly endorse what it cannot defend internally. Kognitic gives you the pedigree, the structure, and the explainability to stand behind the signal.
Audit-Grade Normalization
Trial arms, patient cohorts, and efficacy outcomes mapped to a rigorous ontology. The messy landscape structured into an apples-to-apples standard.
Glass Box, Not Black Box
See the parameters, the look-alike studies, and the historical accuracy behind every projection. Defensible in a leadership review, not a magic button.
From Collection to Synthesis
Weeks of manual abstract benchmarking replaced with always-on clinical landscape intelligence. Your team synthesizes the signal instead of scraping for it.
The Decision View
The Evidence,
Normalized and Traceable
Trial arms and endpoints mapped to one ontology, every figure traced back to source.
The benchmark you can defend when the committee asks.
AURORA-Lung-03
1L IO combo · fictional
NOVA-NSCLC-04
1L IO mono · fictional
MERIDIAN-T3
2L combo · fictional
Audit-Grade Normalization
Trial arms, cohorts, and outcomes mapped to a rigorous ontology. Apples to apples across incompatible study definitions.
9 dimensions · structured
Glass Box
See the parameters, the look-alike studies, and the historical accuracy behind every projection. Explainable, not a black box.
Explainable · not black box
Defensible in Review
Every figure traces back to its source. Stand behind the number when the committee asks where it came from.
Provenance · auditable
Illustrative view. Trial names are fictional. Populations and figures are representative.
The Legacy Playbook
The Engine Behind
the Evidence
Medical Affairs leads with Outcomes for comparative evidence and draws on Core for the surrounding clinical landscape.
Clinical Evidence Intelligence
Standard of care context and comparative benchmarking, normalized across populations and settings. Audit-grade and traceable.
Explore Outcomes →Clinical Trial Intelligence
The live clinical landscape. Trial timelines and pipeline movement structured around your therapeutic area.
Explore Core →Data Access Layer
The same normalized evidence as a clean, machine-ready backbone for your internal models.
Explore the API →The Kognitic Difference
Fast on One Side.
Defensible on the Other.
Rarely Both.
Sponsor Materials
Rigorous but Slow
Weeks of abstract extraction and endpoint reconciliation. Accurate when finished, and outdated the week after the next congress.
Legacy Databases
Fast but Unaccountable
Speed with no provenance. A number you cannot trace is a number you cannot defend to a review committee.
Then there's Kognitic
Speed With Rigor
Audit-grade normalization across nine ontology dimensions. Glass-box explainability. Every figure traced to source, always-on.
Trust the Signal
Stand Behind
Every Number
See how Kognitic normalizes the clinical landscape into an evidence view your team can defend. Request early access to Outcomes.