Our Work

A genetics laboratory was manually keying test results from PDF reports. We built an AI extraction pipeline that processes the full archive in hours, feeding structured data directly into FileMaker.

Python, OpenCV, Docker, FileMaker

Built a proof of concept for real-time audio recording and AI transcription inside a FileMaker medical system. Demonstrated that doctors could dictate notes and get searchable transcripts attached to patient records — without audio leaving the local network.

LLM, FileMaker, JavaScript, Python, Docker

AI-enhanced reporting across a million records. We built a system where users ask questions in plain English and get answers in 2 seconds — not 80. Local LLM, no per-user licensing costs.

Python, FileMaker, Docker

A complex agency billing process handling over £1,000,000 and millions of postal records annually was being managed manually. We built a fully automated billing and reconciliation system with a comprehensive audit trail for HMRC compliance.

FileMaker