For pharma partners

The intelligence your drug deserves after approval.

Drug approval is not the end of learning — it should be the beginning. StoryMD gives pharmaceutical companies continuous, AI-powered real-world evidence from the patients living with their therapies every day.

The gap

A $2 trillion industry flying blind after approval.

After years of investment and a successful trial, approved drugs enter an invisible world. The patients, behaviors, and variables that determine real therapeutic value simply vanish from view.

What pharma knows

  • Molecular biology and mechanism of action
  • Clinical trial endpoints in controlled cohorts
  • Regulatory safety thresholds
  • Peak efficacy in ideal, monitored conditions

What pharma doesn't know

  • How patients actually take the drug — daily, weekly, sporadically
  • Lifestyle interactions: diet, sleep, exercise, stress
  • Real-world side effects across age, ethnicity, and genetics
  • Behavioral and environmental drivers of adherence failure
  • How your drug compares to a competitor's in real life
The data asset

The highest-quality longitudinal patient dataset ever assembled.

Not claims data. Not EHR extraction. Not a survey. StoryMD collects structured, prospective, consent-based data from real patients in real time — across every dimension of human experience that determines drug performance.

  1. 01

    Uniform & structured

    Every patient enters data through the same AI-guided interface — creating a dataset with no definitional drift, no methodology gaps, no variation in variable definition. This is what makes it AI-analyzable at population scale.

  2. 02

    Prospective, not retroactive

    Unlike claims data or EHR aggregation, StoryMD data is collected in real time as patients live their disease. No reconstruction. No inference. The data reflects what actually happened, when it happened.

  3. 03

    Continuous, not episodic

    A clinical trial closes. A StoryMD dataset never does. Every new month deepens the asset. Years of patient journeys compound into insights that simply cannot exist in time-limited studies.

  4. 04

    Holistic, not clinical-only

    It captures the full human context: what patients eat, how they sleep, what stresses them, where they live — the factors that govern real drug performance but never appear in a trial case report form.

AI intelligence

What AI uncovers across thousands of real patient journeys.

The dataset is the foundation. AI is the engine that transforms it into competitive advantage — surfacing patterns across your therapy's real-world performance that have never existed in any prior study.

    Precision adherence profiling

    • Identify exactly when and why patients abandon therapy in real life
    • Map adherence to socioeconomic, behavioral, and lifestyle drivers
    • Distinguish intentional discontinuation from adverse-event-driven dropout
    • Benchmark your drug's real-world adherence against therapeutic alternatives

    Real-world side effect intelligence

    • Detect adverse signals weeks before they surface in pharmacovigilance systems
    • Cross-reference side effects against age, genetics, ethnicity, and comorbidities
    • Identify vulnerable subpopulations before regulators or litigation do
    • Quantify real-world tolerability versus clinical trial-reported tolerability

    Lifestyle × drug interactions

    • Uncover how diet, sleep quality, and exercise modulate efficacy
    • Identify environmental and geographic factors that affect outcomes
    • Discover behavioral patterns that predict treatment success or failure
    • Capture context that has been invisible in every prior study

    Longitudinal outcome intelligence

    • Track how quality of life, symptoms, and function evolve over years
    • Understand how treatment sequencing affects long-term outcomes
    • Identify which patient profiles respond best to which approaches
    • Generate publication-grade evidence that advances your field
Competitive intelligence

For the first time, see how your drug performs against the world.

In a controlled trial, you never see a competitor. In the real world, patients switch, combine, and compare therapies every day. StoryMD makes that visible — and actionable.

    Real-world comparative performance

    Compare adherence, symptom resolution, quality-of-life improvements, and discontinuation between your drug and therapeutic alternatives — without designing a comparative trial.

    Switch pattern intelligence

    Understand exactly which patients switch away from your therapy, when, and what they switch to. Then understand why — and intervene with evidence-based strategies.

    Side effect benchmarking

    Identify how your drug's tolerability compares across subpopulations. Discover areas of genuine advantage and areas requiring clinical attention — before they surface elsewhere.

    Sequencing & combination insight

    Understand how your drug performs as first-line, second-line, and in combination with other therapies — a complete view of your drug's position across the real therapeutic landscape.

What we capture

Nine data streams. Every variable that shapes real drug performance.

Each stream feeds the AI engine that powers the intelligence above. Together they create a patient portrait no trial, claims database, or EHR system has ever assembled.

    Clinical outcomes

    Labs, imaging, provider visits, diagnoses — the objective record of disease and treatment response.

    Medication adherence

    Exact dosing patterns, missed doses, switches — the real story of how patients take their therapy.

    Symptom progression

    Patient-reported symptoms tracked over months and years — the longitudinal arc no trial captures.

    Wearable biometrics

    Continuous heart rate, sleep quality, activity levels, HRV, and glucose data from integrated devices.

    Lifestyle & behavior

    Diet, exercise, stress, environmental factors — the daily variables that drive real-world performance.

    Treatment context

    Concurrent medications, dosing adjustments, prior therapies — the full therapeutic context.

    Demographics & genetics

    Age, ethnicity, comorbidities, and genetic factors that influence response across populations.

    Patient-reported outcomes

    Direct patient voice — quality of life, functional status, and the experience of living with the disease.

    AI-derived signals

    Pattern detection across all streams — surfacing what no individual data point can reveal alone.

Stakeholder value

Intelligence that flows across every function in your organization.

StoryMD data doesn't sit in one department. It flows across the entire pharma organization — giving each function exactly the intelligence they need to do their best work.

    Key opinion leaders

    • Real-world outcome data for landmark publications
    • Evidence to guide clinical practice and treatment guidelines
    • First-of-kind behavioral insights to present at conferences

    Clinical researchers

    • Design better trials using real subpopulation signals
    • Identify biomarkers and genetic predictors of response
    • Accelerate next-generation indication discovery

    Medical affairs

    • Evidence-grade data for provider education programs
    • Comparative effectiveness versus competitor therapies
    • Support label expansion applications with RWE

    Providers & clinicians

    • Understand which patient profiles respond best
    • Predict adherence risk early in treatment
    • Precision dosing informed by behavioral context

The broader ecosystem

The intelligence extends beyond your walls. Patients and caregivers gain a unified view of their health journey and personalized disease insights. Disease foundations earn co-authorship on top-tier publications and sustainable funding through the partnership. Every party advances — because the data serves everyone, in proportion to the trust they helped build.

The new drug lifecycle

From trial to approval to market. Now: trial to approval to continuous intelligence.

StoryMD transforms what happens after a drug is approved. The dataset never closes — and every new patient enrolled makes the intelligence deeper, more precise, and more valuable.

Before StoryMD

  • Discovery → Phase I–III Trials → Approval → Market
  • Data collection ends at approval
  • Post-market surveillance is reactive, not continuous
  • Real-world patient behavior is invisible
  • Competitive landscape is opaque after launch

With StoryMD

  • Discovery → Trials → Approval → Living Intelligence Platform
  • Every new patient deepens the drug's intelligence
  • Every year of data compounds in precision and value
  • Insights flow back to R&D, label strategy, and commercial teams
  • The drug becomes smarter — and so does everything built around it
Strategic reputation

The most trusted pharma company will be the most data-intelligent one.

Participation in StoryMD positions your company as the pharmaceutical leader that didn't stop learning after approval — that treated patients as partners in discovery, not endpoints in a study.

    Regulator trust

    RWE-generation partnerships signal scientific rigor and long-term commitment. Foundation-governed data strengthens label expansion applications and post-market credibility.

    Physician confidence

    KOLs and providers trust companies that provide real-world outcome data, not just trial summaries. Medical Affairs gets evidence that changes how physicians prescribe.

    Patient & advocacy loyalty

    Patients and disease foundations choose the company that continued to care — and continued to learn — after the trial ended. Sponsoring StoryMD signals scientific commitment, not marketing.

    Investor differentiation

    AI-driven drug lifecycle intelligence signals technological leadership and long-term pipeline de-risking. The company that builds the deepest post-approval intelligence layer sets the standard.

Partner with StoryMD

Build the intelligence your drug deserves.

Every day without post-approval intelligence is a day your drug's real-world story goes unwritten. The platform is ready. The foundation partners are engaged. The window to define this category is open now.

  1. 01

    Schedule a platform demonstration

    Meet the StoryMD team and explore fit for your drug indication and therapeutic area.

  2. 02

    Select a pilot indication

    Engage your Medical Affairs and R&D leads to identify the indication where real-world evidence matters most.

  3. 03

    Launch your program

    We co-design the program, onboard the foundation partner, and deliver your first real-world insights within 90 days.