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Lifebit Tech Stack

Federated genomics platform for distributed biomedical data research

Biotechnology Research London, England 51–200 employees Founded 2017 Privately Held

Lifebit builds a federated genomics platform enabling researchers to run analyses across distributed datasets without centralizing sensitive data. The tech stack—Python, SQL, HL7 FHIR, CDISC standards, plus emerging agentic tools (LangGraph, CrewAI, AutoGen, RAG)—shows a shift from traditional bioinformatics toward AI-driven query and cohort discovery. Hiring velocity is accelerating across security, ops, and sales, paired with active projects in threat modeling, RFP automation, and federated AI agents, indicating a maturation phase: moving from research tool to enterprise sales motion while hardening data governance.

Tech Stack 10 technologies

Core StackRAG Python LinkedIn X HL7 FHIR CDISC LangGraph CrewAI AutoGen SQL

What Lifebit Is Building

◆Challenges

Accessing sensitive data across locations
Protecting sensitive data

▲Active Projects

Security operations systems design
Incident response playbook development
Threat modelling and risk assessment
Proposal factory workflow
Ai agent development for bid process
Deal sourcing automation
Federated ai platform deployment
Technical demos to federal agencies
Solution architecture for rfi/rfp
Develop autonomous ai agents for federated queries

Hiring Activity

Accelerating6 roles · 3 in 30d

Department

Engineering

1

Executive

1

Ops

1

Sales

1

Security

1

Seniority

Senior

2

Lead

1

Manager

1

Mid

1

Notable leadership hires: Proposal Operations Lead

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About Lifebit

Lifebit operates a federated genomics platform that allows researchers and pharmaceutical organizations to conduct unified analyses over biomedical datasets stored across multiple locations. The platform handles HL7 FHIR and CDISC data standards, critical in regulated life-sciences workflows. Core value is enabling complex bioinformatics without moving sensitive data to a central cloud, addressing compliance and privacy constraints in healthcare research. The company was founded in 2017 and is based in London with 51–200 employees.

HeadquartersLondon, England

Company Size51–200 employees

Founded2017

Hiring MarketsGreece, Canada

Frequently Asked Questions

What tech stack does Lifebit use?

Python, SQL, HL7 FHIR, CDISC standards, plus agentic AI tools including LangGraph, CrewAI, and AutoGen for query automation and cohort discovery. Also uses RAG for data retrieval.