Software Tools for
Cancer Research

We build software tools and platforms that help accelerate cancer research. This ranges from building data collection platforms to building pipelines and integrated environments at the intersection of cancer research and artificial intelligence.

What We Build

Data Collection Platform

Live

This tool is a data collection platform that enables researchers to answer fine-grained questions about microbe-cancer pairs.

OncoVectra Studio

In Development

An integrated research environment—like Jupyter, but with reactive cells, dataset versioning, run provenance, and one-click sharing. Turn ideas into reproducible results faster.

How We Work

We believe research accelerates when computation is immediate and interactive—when you can tweak a parameter, inspect results, and understand your data in real-time.

Our approach is inspired by Bret Victor's work on creating tools that provide live feedback and make abstractions tangible.

Engineering principles

Open source by default
Reproducible (locked environments, containers, CI/CD)
Interactive (live feedback, clear outputs)
Reliable (boring infrastructure, sensible defaults)

Collaborations

About

We're a software engineering team based in London, UK, focused on accelerating cancer research through better tools.