Blog
Field notes from the team.
Integrations, deployment learnings, and the thinking behind how we build clinical AI for the NHS.
- 5 January 2026
Hardening The Shell: How We're Taking AI Safety from Detection to Action
How we built an end-to-end hallucination detection and correction pipeline that automatically removes 93% of detected hallucinations in clinical notes, increasing hallucination-free notes from 34% to 86% in production.
Sal Khalil · Founding Engineer · Safety - 26 November 2025
Bringing TORTUS inside Medicus: what we learned about integrated AI in the NHS
How we approached our native integration with the NHS electronic healthcare record system Medicus, why integrations matter, and what it means for organisations considering similar work.
Dom Pimenta · Co-founder & CEO · Integration