2026 · Browse, digitise, buy and sell sheet music in a single desktop app, without hand-typing the details of every score.

2026 · Clinical triage (Manchester C1–C5) from text or voice, with LLM, ML and an ethics audit. Deployable locally or on Azure.

2026 · Secure text-to-SQL for schools: natural-language queries shielded by four independent security layers.

2026 · Face anonymisation for photos with minors: when in doubt, cover an adult rather than let a minor through.

2026 · Predicts whether the classroom will waste energy next hour: heating on while the windows are still open.