Smarter Insights, Stronger Evidence
POWERED BY AI & REAL-WORLD DATA
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Healthcare
Clients & Partners
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Impactful
Projects
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Healthcare
&
AI Experts
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Years of AI
in Life Sciences
Our Solutions
Solutions Tailored to Your Teams’ Needs
Explore solutions crafted for your role, whether you’re driving clinical strategy, shaping market access, leading digital transformation, or steering corporate growth
Long-term Benefit/Risk simulation
Economic impact modeling
Synthetic Control Arms
RCT extrapolation with RWD
Disease progression
Trial Target Emulation
RWE-powered positioning simulation
Bridging Efficacy to Effectiveness
Medical Text Modeling
Explainable AI
About us
Our Vision
We envision a healthcare system where every decision is guided by evidence, every treatment is optimized, and every patient benefits from precision at scale
Innovation & Performance written in Our DNA
We accelerate innovation and drive performance by harnessing the full potential of data science,
AI-powered methodologies, and cutting-edge technologies — turning complexity into actionable progress for health.
Our Stories & Lab
Our Success Stories
Explore how we’ve helped healthcare innovators turn data into action, delivering real-world impact across clinical, access, digital, and corporate strategies
Infectious Diseases
Identifying Drivers of Self-Diagnosis to Enable Over-The-Counter (OTC) Switch
Rare Diseases
Extending Randomized Controlled Trials (RCT) Insights to Real-World Outcomes
Rare Diseases
Standardizing Disease Identification: From Local Efforts to Scalable Solutions
Oncology & Immunology
Optimizing Clinical Strategies through Integrated Evidence Generation Planning
Infectious Diseases
Identifying Drivers of Self-Diagnosis to Enable Over-The-Counter (OTC) Switch
Discover how AI helped define differentiating symptoms to support OTC switch approval
Challenge
- Indistinct Symptom Profiles: Easy self-diagnosis is critical for OTC switch, but symptoms overlap with other infectious diseases
- Need for Diagnostic Precision: Facilitate accurate self-diagnosis and define early disease onset
Our Solution
Machine Learning on Real-World Data: Classification models with interpretability layers to identify key self-diagnosable symptom
Results and Impact
- Identified 9 differentiating symptoms enabling self-diagnosis
- Provided actionable insights provided supporting regulatory application for OTC switch
Rare Diseases
Extending RCT Insights to Real-World Outcomes
See how we bridged RCT efficacy data to real-world effectiveness to support strategic treatment launch
Challenge
- Fragmented Data Sources: Registries and Real-World Data (RWD) catalogs are scattered, making identification and assessment time-consuming
- Need for Extended Insights: Understand treatment impact on real-world outcomes to anticipate post-authorization studies and prepare launch strategy
Our Solution
External Control Arm (ECA):
- Replicated RCT inclusion/exclusion criteria in external database
- Weighted ECA to match patient characteristics
- Estimated treatment effect on selected real-world outcomes
Results and Impact
- Implemented automated extraction and structuring from +200k papers, +250 registries, +10k observational studies
- Hazard ratio of 0.33 vs. adjusted ECA → 67% risk reduction over time
- Provided robust evidence supporting launch and regulatory discussions
Rare Diseases
Standardizing Disease Identification: From Local Efforts to Scalable Solutions
See how we built a scalable Rare Disease Framework to accelerate and harmonize rare disease patient identification across regions
Challenge
- Identification Bottlenecks: Patient identification in rare diseases is slow and fragmented, especially in emerging markets
- Need for Standardization: Harmonize local initiatives to ensure consistent and scalable patient identification
Our Solution
Rare Disease Framework including best practices, code modules, and packages to standardize and accelerate patient identification
Results and Impact
- Reduced project execution time and simplified methodology adoption
- Delivered portable code modules for cross-market application
- Increased homogeneity in technical practices
- Accelerated patient identification consistently across diverse regions
Oncology & Immunology
Optimizing Clinical Strategies through Integrated Evidence Generation Planning
See how we clarified evidence needs and operationalized a robust clinical roadmap to optimize strategic decisions
Challenge
- Unclear regulatory and payer requirements
- Difficulty prioritizing indications and investments
- High uncertainty affecting success and asset value
- Fragmented, unaligned evidence activities
Our Solution
- Mapped disease landscape and stakeholder needs
- Defined a targeted product profile (TPP)
- Identified priority gaps and value drivers
- Aligned evidence generation with strategic goals
- Co-built an operational evidence plan
Results and Impact
Enabled significant enhancement of asset value, reduced uncertainty, and accelerated strategic decisions through a clarified, actionable evidence roadmap
Our News
Our Latest News & Announcements
Stay up to date on our latest milestones, publications, and breakthroughs, and follow how we’re helping shape the future of data-driven healthcare
- Climate, SME Climate Hub
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simulation, RWE and AI can support your next big decision