Bridging the Evidence-to-Action Gap in Medicine
Built for how clinicians think, decide, and care for patients in the real world. Structured, behaviorally informed learning experiences that accelerate confident clinical action.
Built on behavioral science
Structured for real-world decision-making
Reinforced by peer insight
Designed to drive confident, measurable action

Why StitchedHealth
Transforming medical education through innovative, evidence-based learning experiences
Our Purpose
At StitchedHealth, we address one of healthcare's most persistent challenges: the gap between knowing and doing. Our mission is to move clinicians from evidence awareness to confident action—quickly, reliably, and with clarity.
Built for Clinician Decision-Making
We mirror clinical complexity using interactive cases, peer overlays, and reasoning prompts that simulate the choices clinicians make every day. We support not just knowledge acquisition, but decision clarity and practice alignment.
The Science Behind Our Design
Full Circle Learning
FCL is our proprietary, behaviorally informed, case-based learning model designed to move clinicians through structured stages of learning—from evidence recognition to confident clinical implementation.
One Cohesive Digital Experience: Awareness to Action
Learning Stage
FCL Program Component
Job to Be Done
MicroLearning expert-led quick exercise
Understand why change, why it matters, & how it applies to practice
MicroLearning expert-led quick exercise
Understand why change, why it matters, & how it applies to practice
MicroLearning expert-led quick exercise
Pressure-test clinicians thinking with new knowledge
MicroLearning expert-led quick exercise
Pressure-test clinicians thinking with new knowledge
Interactive case modules to foster
Apply knowledge to make informed clinical decisions in practice
Interactive case modules to foster
Apply knowledge to make informed clinical decisions in practice
Peer insights sharing on knowledge
Validate decisions & build confidence through peer sharing exp
Peer insights sharing on knowledge
Validate decisions & build confidence through peer sharing exp
Reflection, peer comparison & resource review
Carry forward key learnings & ways to maximize skill expertise
Reflection, peer comparison & resource review
Carry forward key learnings & ways to maximize skill expertise
Each experience includes:
Expert-led video teaching
Interactive clinical reasoning prompts
Peer insight overlays
Commitment-to-action
Personalized reinforcement
Expert-Led + Peer-Informed = Practice Change
Behavior change is socially mediated. Our model combines expert clarity with real-world peer reflection, making education more relevant and actionable.
Real-World Impact: Insights & Outcomes
Insight Reports
FCL experiences generate structured insights:

Programs
Oncology
FCL programs addressing HER2-low, HER2-ultralow, and PD-L1+ mBC decision-making including patient selection, AE management, and therapeutic sequencing
Infectious Disease
Upcoming modules on diagnostics integration and infectious disease decision pathways
Cardiology
Evidence-based approaches to heart failure, ASCVD risk, and prevention-focused strategies
Metabolism
Focus areas include GLP-1 use, obesity management, and metabolic syndrome
Neurology
Programs on MS, migraine, and Alzheimer's decision support
Rare Disease
Case-based learning for high-complexity, low-prevalence diseases where real-world decision support is most needed
Oncology Spotlight
In DevelopmentOur oncology programs represent our initial area of focus, addressing the complexity and rapid evolution clinicians face in daily practice.
Built on our Full Circle Learning framework, these programs are:
Anchored in evidence-based clinical guidance
Designed around real-world patient management decisions
Shaped by structured clinical reasoning prompts and peer input
Each experience supports clinicians in navigating:
Nuanced patient selection
Evolving treatment pathways
Supportive care strategies
Rather than deliver content alone, we offer a decision-making environment—one that mirrors clinical complexity and enables reflection, learning, and confidence-building.
Learning Insights
What We Share
We believe in transparency, but we also protect what makes us different. StitchedHealth's Full Circle Learning model generates a powerful layer of structured insight into clinician behavior and decision-making.
Our Learning Insights are:
- • Grounded in real-world clinical scenarios
- • Built to illuminate where clinicians hesitate or gain confidence
- • Designed to surface patterns that support smarter education and engagement strategies
We share selected outputs from this system with partners and clinicians to demonstrate educational impact—while preserving the proprietary logic and data framework behind our platform.
What Learners See
- Real-time feedback on their decisions
- Peer insight overlays and comparison prompts
- Personal learning summaries and commitment tracking