Where ideas get tested

Experimental AI projects exploring what's possible at the intersection of machine learning, pharmaceutical data, and healthcare communication. Some of these will become products. Some won't. That's the point.

01Featured · Graduated from Labs

Redacta

Privacy OpenClaw Skill MCP Server Healthcare

The Labs idea that became a product. Redacta pseudonymises patient identifiers — NHS numbers, dates of birth, names, addresses — before medical text reaches an AI model, then restores the originals afterwards. It pairs deterministic detection with agent reasoning, and now ships as a free, open-source agent skill and MCP server, with 1,000+ installs on ClawHub.

Explore Redacta

Two-Layer Detection

Regex for structured IDs, agent reasoning for names, addresses, and identifying ages

Processed Locally

Runs inside the agent session — text isn't sent to a third-party service

NHS-Aware

Validates NHS numbers with the Modulus 11 checksum; covers UK and US identifiers

Reversible Round Trip

Restores the real values from a token map after AI processing — redact, share, re-identify

02Research

What we're exploring

Advanced AI Models

Transforming raw pharmaceutical data into actionable intelligence. Detecting patterns invisible to traditional analysis — new connections between compounds, outcomes, and patient responses.

Data-Driven Insights

Bringing together pharmaceutical scientists, AI researchers and healthcare innovators. Contributing to open research initiatives and validation studies.

Community Collaboration

A growing community of pharmaceutical professionals, researchers, and AI enthusiasts. Contributing to experiments and shaping the future of AI in pharma.

Some experiments find their feet. Some don't. Either outcome teaches something useful.

03Projects