Don’t leave drug development to chance.
Lens is the agentic platform for oncology drug development—built on the world’s largest real-world multimodal dataset, proven to increase the probability of technical success.
TEMPUS ONE
Your AI agent, in production.
Tempus One is an AI agent embedded directly in the Lens environment. It doesn’t just answer questions about your data—it does the work for you.
By typing in plain language, you can assemble a relevant cohort, generate an analysis for your research question, create a real-world comparator to contextualize your study, or generate clinical evidence – all in a matter of minutes.
DISCOVER
Uncover critical signals from complex disease biology.
Tempus One reads multimodal databases in seconds, not weeks.
Pose a biomarker hypothesis, and Tempus One assembles relevant signals from multimodal data across DNA, RNA, digital pathology, radiology imaging, and longitudinal clinical outcomes to surface patient subpopulations and disease biology predictive of overall survival. Every result is auditable and traceable.

DESIGN
Stress test protocol concept with feasibility results instantly.
Real-world control arm. Real-world site list. Real-world enrollment projection.
Upload a study protocol or describe your analysis plan. Tempus One will leverage real-world multimodal data to build your cohort, validate it against eligibility criteria, generate a real-world comparator, project enrollment timelines by region, and flag the protocol amendments most likely to materially impact the trial.

ANALYZE
Run end-to-end analyses
Produce interactive analysis reports, such as gene co-expression, biomarker prevalence, treatment landscape, and real-world survival analysis, without writing a line of code. Easily share results and code with technical colleagues for further analysis in a secure coding environment.

TRAIN
Train foundation models
Leverage compute infrastructure with scalable CPU/GPU configurations to train foundation models on HIPAA-compliant de-identified patient data, all within a secure, fully governed dedicated environment—no engineering tickets or data pipeline transfers required.
THE PLATFORM
Four layers. Purpose-built for drug developers.

01
Multimodal Data
9M+ real-world cases. DNA, RNA, digital pathology, radiology imaging, clinical outcomes. Harmonized and AI-ready.

02
On-demand Compute
Preconfigured, on-demand compute featuring 96 vCPUs, with the ability to scale to multi-GPU configurations.

03
AI & Agentic Workflows
Frontier LLMs alongside Tempus’ domain-trained foundation models.

04
Intuitive Interface & Workspaces
A unified, collaborative environment designed for immediate discovery and advanced coding.
IMPACT
Customer success stories.
See why Tempus is a trusted partner for 95% of the top 20 pharma companies* and more than 250 biopharma companies.
*based on publicly available 2024 segment revenue
Replace chance with evidence.
30 minutes. Bring your program. We’ll show you what Lens can do for you.