Side-by-side comparison of AI visibility scores, market position, and capabilities
Vial is a tech-enabled CRO that converts dermatology and ophthalmology clinics into research sites, handling regulatory administration, equipment provisioning, and patient recruitment; raised $77M Series B in 2022;
Vial is a clinical research organization (CRO) founded in 2020 by Simon Burns and Jason Wang and headquartered in San Francisco, California. The company has built a technology-enabled model for running clinical trials that differs from traditional CROs by directly partnering with clinical practices — particularly in dermatology and ophthalmology — and converting them into research sites. Vial handles the full operational burden: regulatory and IRB submissions, site staff training, clinical equipment provisioning, electronic data capture (EDC) setup, and patient recruitment and scheduling. This allows clinics with no prior research experience to participate in trials, dramatically expanding the pool of available sites and accelerating patient enrollment timelines.
Publicly traded AI precision medicine company (Nasdaq: TEM); $1.27B revenue in 2025 (+83% YoY); $14B+ market cap; genomic profiling, algorithmic diagnostics, and clinical trial matching across oncology, neurology, and cardiology.
Tempus AI is a technology company applying artificial intelligence to advance precision medicine across oncology, neurology, psychiatry, and cardiology. Founded in 2015 by Eric Lefkofsky (co-founder of Groupon) and headquartered in Chicago, Illinois, Tempus built the world's largest library of clinical and molecular data and applies AI to help physicians make more personalized, data-driven treatment decisions. The company's core offerings include genomic profiling (sequencing tumor DNA to identify mutations and actionable targets), algorithmic diagnostic tests (AI-driven companion diagnostics for cancer treatment selection), clinical trial matching (connecting eligible patients to appropriate studies), and data licensing to pharmaceutical and biotech partners for drug discovery and clinical development.
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