Referral volumes keep rising against an 18-week RTT pathway target that does not move, and triage is still largely done by clinicians reading unstructured referral letters of highly variable quality. Every touchpoint carries DSPT, UK GDPR and CQC obligations. Procurement timelines and information-governance sign-off are real constraints rather than paperwork, and any system that ignores them does not get deployed no matter how well it performs.
We design inside those constraints from the first architecture session. Deployment runs on NHS-approved infrastructure with patient data never crossing the approved boundary, human-in-the-loop review is mandatory rather than optional, and the audit trail is built to CQC expectations. At one acute trust that meant twelve weeks from discovery to production — including IG sign-off, not excluding it.