Beta Now accepting qualified research partners

Patient-generated real-world evidence for autoimmune conditions

Longitudinal patient-reported outcomes correlated with biomarkers and treatment response. The data HEOR teams need, generated by patients who want to advance research.

Request Access See Use Cases
15
Autoimmune Conditions
2.1M+
Lab Results
50K+
Longitudinal Records
50%
Revenue to Patients
Solutions by Team

Evidence that moves your priorities forward

Different teams need different insights from patient data. Here's what PathwayBio enables for each.

HEOR & Market Access

Build payer dossiers with patient-reported outcomes that demonstrate real-world value. Show treatment effectiveness beyond clinical trial endpoints.

PRO Trends QoL Scores Treatment Response Cost-Effectiveness

Clinical Operations

Accelerate trial recruitment with pre-qualified patients who match your eligibility criteria and have opted in to research opportunities.

Cohort Matching Eligibility Screening Direct Outreach Consent Mgmt

Patient Services

Understand why patients discontinue therapy before they do. Sentiment signals and adherence patterns reveal intervention opportunities.

Discontinuation Signals Sentiment Analysis Adherence Patterns Support Triggers

Medical Affairs

Generate publication-ready evidence from real patient populations. Support KOL discussions with authentic outcome data.

Aggregate Outcomes Publication Data Disease Insights Comparative Analysis
Platform Architecture

From patient data to research insights

A complete pipeline from ethically-sourced patient data to team-specific deliverables.

Data Flow Architecture

How patient-generated data becomes research-ready evidence

Lab Results

CRP, ESR, ANA, metabolic panels

Patient-Reported Outcomes

Symptoms, QoL, daily check-ins

Medication History

Treatments, dosing, switches

Sentiment & Context

AI-analyzed patient narratives

→
PathwayBio
De-identification & Correlation
→
HEOR Payer dossiers, cost-effectiveness, value evidence
Clinical Ops Matched cohorts, recruitment pipelines, trial candidates
Patient Svcs Discontinuation risk, adherence insights, support triggers
Med Affairs Publication data, aggregate outcomes, comparative evidence
Available Data

Comprehensive longitudinal records

Research-ready data formats covering the full patient experience over time.

Biomarkers

Inflammatory markers, autoimmune antibodies, metabolic panels

Symptoms & PROs

Daily severity scores, quality of life, flare patterns

Medications

Treatment history, biologics, switching patterns

Sentiment

AI-analyzed narratives, concerns, treatment perceptions

Patients are partners, not products

Traditional RWE extracts value from patients without their knowledge. PathwayBio inverts this model: patients actively choose to share data, understand how it's used, and receive direct compensation.

This isn't just ethics—it's better data. Engaged patients provide richer, more complete records than passive EHR extraction.

50%
Revenue to Patients
100%
Opt-In Consent
Patients track their health journey
↓
Data de-identified via Safe Harbor
↓
50% of transaction value returned

Built for integration

RESTful API with comprehensive documentation. Query cohorts, access longitudinal data, and integrate directly into your research workflows.

Cohort discovery with flexible filtering
Patient-level and aggregate endpoints
Trial matching with direct outreach
HIPAA compliant, BAA available
Python
# Find IBD patients on biologics with lab data from pathwaybio import Client client = Client(api_key="pk_...") cohort = client.cohort.search( conditions=["crohns", "ulcerative_colitis"], medications=["humira", "remicade"], min_lab_results=5 ) print(f"Found {cohort.count} patients") # Get aggregate CRP trends by medication trends = client.aggregate.biomarkers( cohort_id=cohort.id, marker="crp", group_by="medication" )
Access Tiers

Structured for research needs

From pilot evaluations to enterprise partnerships. All tiers include HIPAA compliance and BAA.

Pilot
Evaluation

3-month pilot to validate data fit for your research needs

  • Cohort discovery & counts
  • Aggregate biomarker analytics
  • Limited patient-level access
  • Technical integration support
Join Beta
Beta Access
Annual
Research License

Full platform access for ongoing research programs

  • Full patient-level data access
  • Sentiment & medication journeys
  • Clinical trial matching
  • Direct patient outreach
  • Dedicated success manager
Join Beta
Partnership
Strategic

Custom integrations and co-development opportunities

  • Everything in Annual
  • Custom data pipelines
  • Condition-specific panels
  • Co-development input
  • Executive sponsorship
Join Beta

Ready to explore?

We're selectively onboarding research partners who can help shape the platform while gaining early access to patient-generated RWE.

Request Access Join Beta