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.

Tempus One co-scientist drafting an analysis plan: TRGT1 Expression and CRC 1L Outcomes

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.

Tempus One RNA Expression Agent surfacing biological evidence with statistical significance in Lens
Biological evidence, surfaced with statistical significance.

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.

Tempus One stress-testing a trial protocol with feasibility results
Real-time, data-driven decisions on protocol, sites, and enrollment.

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.

Kaplan-Meier survival curves generated with the tempusoutcomes package in a Lens Workspace
Generate publication-grade Kaplan-Meier curves using the tempusoutcomes package in Workspaces.

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.

Diagram: HIPAA-compliant de-identified patient data flows into compute infrastructure with scalable CPU/GPU configurations to train foundation models, inside a secure, fully governed dedicated environmentDiagram: HIPAA-compliant de-identified patient data flows into compute infrastructure with scalable CPU/GPU configurations to train foundation models, inside a secure, fully governed dedicated environment

THE PLATFORM

Four layers. Purpose-built for drug developers.

The base data plate of the Tempus Lens platform stack

01

Multimodal Data

 

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

Translucent compute plates with connector pins, the on-demand compute layer of the platform stack

02

On-demand Compute

 

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

A lattice of connected data points, the AI and agentic workflow layer of the platform stack

03

AI & Agentic Workflows

 

Frontier LLMs alongside Tempus’ domain-trained foundation models.

The Tempus Lens interface on a tablet, the top layer of the platform stack

04

Intuitive Interface & Workspaces

 

A unified, collaborative environment designed for immediate discovery and advanced coding.

Replace chance with evidence.

30 minutes. Bring your program. We’ll show you what Lens can do for you.

Book a demo