Tempus Lens

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 Probability of Technical Success.

Tempus One

Your co-scientist,
in production.

Tempus One is the AI agent embedded in the Lens environment. It doesn't just answer questions about your data. It does the work.

Ask in plain language. Assemble a relevant cohort in minutes. Generate a feasibility analysis for your research question. Create a real-world comparator to contextualize your study. Generate clinical evidence at 10x the speed.

Tempus One has native access to the data, the models, the scientific workflows, and the governance layer. Built so your translational researcher, bioinformatician, epidemiologist, and medical leader stay in the loop and move faster together.

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

Uncover critical signals in messy disease biology.

Tempus One reads the multimodal evidence base in seconds, not weeks.

Pose a biomarker hypothesis in plain language. Tempus One assembles relevant signals across DNA, RNA, digital pathology, radiology imaging, and longitudinal clinical data including outcomes — surfacing the patient subpopulation where the biology can be predictive of overall survival. Every result carries its sources.

Biological evidence, surfaced with statistical significance.
Tempus One stress-testing a trial protocol with feasibility results
Real-time, data-driven decisions on protocol, sites, and enrollment.
Design

Stress test protocol concept with feasibility results instantly.

Real-world control arm. Real-world site list. Real-world enrollment projection.

Drop a protocol, or describe one. Tempus One builds the cohort from real-world multimodal data, validates it against eligibility criteria, builds a real-world comparator, projects enrollment timelines by geographical region, and flags the protocol amendments most likely to materially change the trial.

Evidence

10x speed to evidence.

From question to evidence in days, not months.

Tempus One produces evidence packages with humans in the loop at every step. Scientists evaluate; the agent never acts unilaterally on consequential decisions. Every output carries an audit trail: data queried, models invoked, parameters, sources.

Ground every output in trusted real-world data sources.
The platform

Six layers. Purpose-built for drug developers.

01
Multimodal Patient Data
45M+ real-world cases. DNA, RNA, digital pathology, radiology imaging, clinical outcomes. Harmonized and AI-ready.
02
Frontier AI Models
Frontier LLMs alongside Tempus's domain-trained foundation models.
03
AI Workspaces
Configured workspaces ready for AI development. GPU-powered compute to train and run models on Tempus data.
04
Agents · Tempus One
Production-grade AI agents that execute scientific work, with audit trails attached.
05
Scientific Workflows
Target validation, biomarker discovery, cohort design, feasibility, evidence.
06
Security
End-to-end encryption, built with privacy and security in mind. No AI training on sponsor data without your permission.
See the platform →
Impact

Customer success stories.

See why Tempus is a trusted partner for 95% of the top 20 pharma companies* and more than 200 biopharma companies.

Featured collaborations · publicly announced
Each name links to the public press release announcing the partnership.
19 of 20
of the largest biopharma already work with Tempus
$1B+
in signed data contracts
5x
documented customer ROI on Tempus data
45M+
real-world cases in the AI-ready foundation
*19 of the top 20 largest pharma companies, as of 2026. Source: internal analysis.
Security

Compliant with the most rigorous standards in regulated science.

Surfaced as architecture. Audited annually. Built into every workflow.

HIPAA compliant
De-identified by construction.
End-to-end encryption
In transit and at rest.
Role-based access (RBAC)
Permissions scoped to role and program.
Zero AI training on sponsor data
Architectural commitment, contractually enforced.
Get started

Replace chance with evidence.

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

Book a demo →