Abstract illustration of interconnected purple circles and lines resembling a molecular structure on a white background.

Transform literature into
decision-ready COA evidence

From abstract screening and full-text extraction to concept tabulation and conceptual model development, the platform helps teams move more efficiently from published literature to actionable insight.


See Licensing details below.*

Compatible with PCs, Macs, and tablets.
Windows® | MacOS®

©2026 | COA-AI — Patented Proprietary AI Technology. All rights reserved.

Explore Licensing Options

Flexible Licensing
for Research Teams

From individual users to enterprise teams, COAScape-AI offers scalable licensing designed to support faster literature review, structured COA insight generation, and more efficient evidence synthesis across the product lifecycle.

Accelerated AI-Powered
Search and Review

Cut landscape review timelines from months to days — or even hours — so teams can quickly identify the most competitive, regulatory-ready endpoints for their trials.

Intelligent
Data Categorization

Turn complex narrative text into a structured COA landscape — clean tables and dashboards that clearly identify the outcomes that matter most to regulatory bodies (FDA/EMA).

Semantic Concept
Mapping

Ontology-driven concept understanding that unifies synonyms and clinical terminology — so “dyspnea” and “shortness of breath” resolve to the same COA concept.

Biomedical Large
Language Model (LLMs)

Purpose-built Biomedical LLMs that automatically find, extract, and synthesize COA evidence from unstructured sources at scale.

Real-Time Insights
and Reporting

Go beyond keyword hits: COAScape-AI supports the interpretation of COA context and uses — so decisions are based on signal, not noise.

High-Volume
Synthesis

Scan thousands of abstracts and articles in minutes to reveal which concepts are prevalent across a therapeutic area— so you can benchmark fast and choose with confidence.

Efficiency

Automated screening and extraction

Benefits


Speed

Over 1,000 +
citations per hour

Time

Accelerated time to conceptual framework

Reliability

Up to 95.5%
agreement rate

Processing

Near-infinite
scalability

The tools you need to advance your research capabilities.

Transform literature review into structured, decision-ready evidence for Clinical Outcome Assessments — built for COA scientists, HEOR teams, regulatory strategy teams, and evidence generation leaders.

Qualitative Abstract &
Full-Text Screening

Apply defined inclusion and exclusion criteria across population, study design, and outcome domains to identify the most relevant literature faster, improving review efficiency, consistency, and strategic focus from the start.

Outcome-Focused
Evidence Capture

Capture evidence on symptoms, signs, functioning, quality of life, and more, ensuring review efforts remain aligned with the high-value COA and endpoint strategy.

Automated
Concept Tabulation

Identify and quantify key concepts by citation and reference frequency, making it easier to understand which symptoms and impacts are most strongly represented in the literature.

Exportable,
Shareable Outputs

Produce evidence tables, flow charts, and conceptual outputs in familiar formats, making findings easier to share, review, and apply across scientific, strategic, and cross-functional teams.

Patient-Centered
Study Identification

Prioritize literature grounded in Real-World studies, patient input, lived experience, interviews, focus groups, and other qualitative methods to strengthen the evidence base around concepts that matter most to patients.

Structured
Full-Text Extraction

Automated search for published articles with the ability to manually upload additional articles for concept extraction, displayed in a clean, organized dashboard.

Draft Conceptual Model Generation

Transform extracted literature into draft conceptual maps organized by patient-centered domains, accelerating the move from published evidence to concept refinement and COA strategy development.

See How It Works

Preview the power of accelerated research.

See COAScape-AI in action and discover how it accelerates literature review, reduces manual burden, and transforms published evidence into structured COA insights.

Customer Support

COAScape-AI
Help Desk

Stay productive with support for fast-moving research teams. COAScape-AI Help Desk provides responsive assistance and expert guidance to keep work moving efficiently.

Have Questions?
We’re here to help.

Get in touch to learn how COAScape-AI can help your team accelerate literature review, reduce manual effort, and uncover structured COA insights faster.


Data & Privacy Statement

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