Features
Upload and interpret lab PDFs
Flag out-of-range biomarkers
Track biomarker trends over time
Integrate wearable data (HRV, sleep, activity)
Generate daily personalized action plan
Supplement stack optimizer (interactions, timing, gaps)
Produce weekly body report
Detect patterns (e.g., magnesium + deep sleep)
Provide research-backed answers to health questions
Explain flagged lab markers instantly
Support Apple Watch, Oura, Whoop wearables
Ingest food logs and symptoms
Daily task recommendations (hydration, stretch, etc.)
Visualize blood, sleep, food, and activity in one view
Real-world data from millions of oncology patients globally
Flatiron Telescope AI platform for rapid oncology insights
LLM-based thematic analysis of clinical trial discussions
ML models predicting rapid progression in HR+/HER2- metastatic breast cancer
Real-world biomarker testing and outcomes studies
Point-of-care clinical decision support
Regulatory-grade real-world evidence generation
Cancer-specific data abstraction and curation
Custom study design and analytics services
Data quality assurance and validation processes
Multi-cancer type cohort identification
Publication support – over 2,000 peer-reviewed papers
49+ research acceptances at ASCO 2026
Integration with life sciences workflows
Professional services for research collaborations
Integrations
Electronic Health Record (EHR) systems
Laboratory information systems
Clinical trial management systems
Research data repositories
Genomic sequencing platforms
