# How We Work With Partners

## The full power of Zephyr’s platform, tailored to you.

### From Discovery to Deployment

We make it simple to start small and scale quickly—with fast pilots, real-world validation, and population-level insights. Our multi-modal AI and enterprise-scale datasets power bespoke solutions for biopharma and diagnostics—seamlessly integrating into existing workflows; no new assays required.

### For Biopharma – De-Risk Development, Accelerate Translation

Zephyr helps biopharma teams gain **population-level insights and uncover biology driving response.** By leveraging the full power of our multi-modal AI and enterprise-scale real-world data, we **de-risk trials and accelerate translation.**

**Fine-tune AI models** to your drug and assay for patient stratification, trial optimization, and indication expansion—including novel MOAs

**Validate predictions** in real-world cohorts or alongside trial data, leveraging 90M+ patient lives (6M in oncology, 1M+ with NGS) and 400K+ lifetime-consented oncology patients from ORIEN/TCC to generate insights and inform indication strategy before clinical deployment

### For Diagnostics – Smarter Reports, Seamless Integration

Zephyr’s AI **enriches reports with biological interpretability and precision insights,** while enabling the co-development of **AI-enabled tools for research and clinical development.** Our software integrates seamlessly into existing workflows— **no new assays required.**

**Enrich DNA or methylation panels** with RUO gene expression–based signatures and precision medicine insights, validated in real-world cohorts to demonstrate performance and clinical utility

**Partner with pharma and providers** to co-develop tools that inform indication strategy, support label expansion and lifecycle management, drive adoption, and unlock additional value from existing or legacy LDTs

### Let’s Build Together!

We support pilots, proof-of-concept studies, and full development programs. Whether you’re validating a diagnostic, generating custom cohorts, or powering market access strategies, Zephyr meets you where you are, and scales with you.

[Contact Us](https://zephyrai.bio/contact/)