Real-World Evidence

Real-World Evidence Solutions Powered
by Experiential Real-World Data™

Accelerate research and strengthen market access with Experiential Real-World Data™—captured directly from patients and caregivers to explain not just what happened, but why.

The Value of Experiential RWD

Traditional real-world data (RWD) sources—claims, EHR, registries—tell you what happened in clinical practice. Inspire’s Experiential RWD tells you why. Captured directly from patients and caregivers, this dataset reveals lived experiences, treatment decision drivers, barriers to adherence, and quality-of-life impacts that structured datasets cannot show.

With over 10 million annual visitors and 3 million members spanning 3,000+ conditions, Inspire is the largest online health community where patients and caregivers openly share their experiences. These authentic, longitudinal conversations—combined with surveys, PROs, and linkages to clinical data—transform into real-world evidence that deepens understanding and accelerates outcomes.

That’s why Experiential RWD delivers unique value for life science teams:

  • Amplifies the patient voice: Access unfiltered perspectives that explain the real reasons behind treatment switches, adherence patterns, or unmet needs.

  • Complements traditional RWD: Enrich EHR, claims, and registry data with lived-experience context for a more complete evidence picture.

  • Accelerates evidence generation: Draw from a re-contactable, consented community to rapidly test hypotheses, extend studies, and validate findings.

  • Drives better decision-making: Incorporate patient and caregiver perspectives into trial design, market access strategy, safety monitoring, and post-launch planning.

  • Trusted, compliant, scalable: HIPAA-compliant processes, tokenization, and proven ability to link Experiential RWD with third-party datasets.

HOW WE HELP

Use Cases Across the Product Lifecycle

Inspire supports evidence generation across the product lifecycle. Our Experiential Real-World Data powers insights for AI/analytics, clinical development, medical affairs, market access, and commercial teams.

  • Train and validate AI/ML models with behaviorally rich, consented patient voice data
  • Enhance predictive modeling for adherence, safety signal detection, and unmet need identification
  • Generate synthetic data scenarios rooted in lived experience to complement structured datasets
  • Protocol feasibility and patient-friendly design
  • Synthetic/external control arms with patient-reported outcomes
  • Registries and longitudinal studies enriched with lived-experience data
  • Post-approval insights into tolerability and safety
  • Patient journey mapping to support HCP engagement
  • Patient advisory input on scientific communications
  • Evidence of real-world patient burden and quality of life
  • Patient preference studies to inform value dossiers
  • Contextual data to support payer negotiations and HTA requirements
  • Adherence and persistence insights to shape patient support
  • Message testing through authentic community feedback
  • Social listening for early signals on perception shifts and unmet needs

Who We Serve

Our Experiential RWD strengthens decision-making for clinical development, medical affairs, market access, HEOR, and commercial leaders.
Learn more about who we serve and see how Inspire can support your goals.

What Our Clients Are Saying​

"Inspire’s real-world data allowed us to create a simulated control arm that significantly reduced our trial timelines."
"The depth of insights from Inspire’s patient community helped us refine our post-marketing safety strategy."
"Inspire’s registry helped us better understand disease progression and treatment impact over time."

Inspire Experiential RWD™
Connecting what happened to why it happened.

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