AI Scientists for governed health data
AI Scientists that work on the data that cannot move.
Deploy AI Scientists you build, inside your secure environment. Any model. Data never leaves the source.
Book a demo →
Trusted by the custodians of 275M+ patient records across 30+ countries

Deploy AI Scientists that do real work, from day one
Scientists ready for the jobs governance keeps blocking. Adapt them without code, or build your own from scratch.
Book a demo →Cohort Scientist
Finds and characterises a cohort across every dataset you are allowed to see.
Federated query
Permission-aware
Explains its steps

Feasibility Scientist
Answers “do we have the patients?” across every site in minutes, without moving a record.
Counts across sites
No data movement
Minutes, not months

Target Scientist
Validates drug targets against real-world cohorts and genomic evidence.
Genomics + EHR
Ranks the evidence
Cites every source

Evidence Scientist
Runs the analysis plan, writes it up, and cites every step.
Python, R, SQL
Audit trail
Publication-ready

Safety Scientist
Watches for safety signals across sites and explains what it found.
Flags signals
Explains why
Routes to a reviewer

Phenotyping Scientist
Deep phenotyping from EHR, genomic and imaging data, without moving any of it.
Multi-modal
OMOP and FHIR
Reproducible

Harmonisation Scientist
Maps and harmonises incoming data to standard models, and checks its own work.
Suggests mappings
Validates quality
Flags gaps

Build your own
Describe the scientist, choose the model, add tools and knowledge bases. No code.
Any model
Your tools
Your knowledge

Bring the AI to the data, not the data to the AI
Same model, same question, two answers. Nothing is copied. Only approved results leave, through Airlock.

Permissions
The scientist sees only what the user can see. Nothing more.
Audit
Every action, prompt and output is logged inside your environment.
Airlock
Only approved results leave. Chat history and outputs stay where the data is.
Any model
GPT, Gemini, Claude, open models, or your own, on the licence you already have.
Your tools
Scientific tools, connectors and knowledge bases, added without code.
Federated
Runs where each dataset lives, across sites, clouds and custodians.
Every step of the analysis, governed.
One environment where researchers, AI Scientists and data custodians share the same permissions, and every result is accounted for.
Book a demo →Question asked
Scientist assigned
Permissions checked
Data stays put
Analysis run
Output reviewed
Airlock approved
Result delivered
Every question is different. Now your scientists are too.
Describe the scientist you need. It is ready in minutes, with your model, your tools and your data.

One studio where your models, tools and data connect.
Bring any model, any scientific tool and any knowledge base. Data never leaves the source.
Use any model
GPT, Gemini, Claude, open models, or your own, connected to governed data through the Studio.
Bring your tools and knowledge
Scientific tools, connectors and knowledge bases, added without code.
Runs where the data lives
Your cloud, your sites, federated across custodians. Nothing is copied.

Real research teams. Real outcomes.
“
I am incredibly excited that Lifebit joined us to launch the next phase of our research capabilities.
Chris Wigley, former CEO
Genomics England


“
The Lifebit Platform is playing an important part of Boehringer Ingelheim’s broader strategy to capture translational disease insights from large external healthcare biobanks and ultimately to accelerate the development of innovative medicines.
Dr. Jan Nygaard Jensen, SVP & Global Head of Computational Biology & Digital Sciences
Boehringer Ingelheim


“
This partnership with Lifebit marks a significant advancement in our ability to manage and utilize data for health research.
Dr Philip Awadalla, National Scientific Director
CanPath


“
Through our collaboration with Lifebit, we are advancing the use of research and clinical insights using clinico-genomic data for precision medicine.
Andy Ta, Chief Data Officer and Director, Data Analytics & AI
Synapxe, Singapore


Your first AI Scientist in 8 weeks
One blocked workflow, your governed data, your model. Lifebit brings the scientist, the configuration, the secure execution and the governance pack. Limited founding-partner places this quarter.
Recognised by custodians.
Used by researchers.

Genomics England
Federated Trusted Research Environment for national genomic medicine research
See the case study →
275M+
patient records under management
Deployed across 30+ countries, federated by design since 2017


AI does the work. You keep the controls.
Permissions
The scientist sees only what the user can see, inside your environment.
Audit
Every action, prompt and output is logged where the data lives.
Airlock
Only approved results leave. Chat history and outputs stay.
Five Safes
Safe Settings, Safe Outputs and Safe Projects hold when the researcher is an agent.

Why pharma R&D leaders choose Lifebit

Live in weeks, not quarters
One blocked workflow, your data, your model, running in 6 to 8 weeks.
+
A platform researchers already use
275M+ patient records are already governed on Lifebit, across 30+ countries.
+
“
The advanced capabilities of Lifebit’s Trusted Research Environment, coupled with our focus to reimagine the infrastructure of cancer care, are enabling us to unlock the potential of cancer data.
Dr. Arun Sujenthiran, UK Clinical Lead and Senior Medical Director, Flatiron Health


Built for the whole R&D organisation
Genomics, real-world data, imaging and trials on one federated environment, under the same governance.
+
AI Scientists for the data that cannot move.
Book a demo →Frequently asked questions
Is AI Scientist Studio available now?
It launches with early-access founding partners this quarter. Book a demo to see it run on your use case and reserve a place.
Does any data leave our environment?
No. The scientist runs inside your environment or the custodian’s, inherits the user’s permissions, and only Airlock-approved results leave. Chat history and outputs stay.
Which models work?
Any: GPT, Gemini, Claude, open models, or your own, on the licence you already have.
How long does security review take?
Weeks, not quarters. We provide the governance pack up front (Five Safes for AI agents, audit and Airlock controls, data-flow diagram), and the platform is already deployed with national-scale custodians.
