Systems
Systems I build
Open reference systems, built end to end. Each one has its own page, code and notes, and says plainly what it does not do yet.
PolicyTrace
Reads a UK motor policy pack and returns one checked record, each value traced to its line in the PDF.
Documents · Insurance ● Live demoUK Company Pre-Screen
A first look at a UK company for a commercial underwriter. Rules decide the route, agents explain it, and every check it couldn't run is shown.
Agents · UnderwritingPlanned
Next on the list, in rough order. Each gets its own page when there is something running to show.
Paperlens
Summaries, translation, Q&A and entities across documents, including scans and forms.
Documents · MCPSidewall Reader
Reads the characters on a tyre sidewall from a photo: black text on black rubber, where ordinary OCR has little to work with.
Computer vision · OCRDefect Check
Finds defects on manufactured parts from photos, and sends the borderline cases to a person instead of guessing.
Computer vision · QualityChart Reader
Turns a chart or dashboard screenshot into data, then checks the numbers it read against the image.
Multimodal · EvaluationUI Test Agent
Drives a web app the way a user would, checks the key flows, and shows exactly where one broke.
Agents · TestingWorking in insurance? The insurance systems and notes are collected on one page.