Generic AI doesn't survive contact with regulated industries. TechProf builds sector-specific AI systems for the environments where it matters most — Banking, Insurance, Transport, Telecommunications, and Aviation. Production deployed. Measurable outcomes. Regulatory compliance from the first line of code.
Each sector practice has dedicated AI engineers, domain expertise, and a track record of production deployments in regulated UK environments.
Regardless of sector, every TechProf AI deployment is built on the same foundation of engineering rigour, regulatory awareness, and production-grade operations.
FCA, Ofcom, ISO 27001, GDPR, Solvency II — compliance requirements are designed into the architecture, not bolted on after the fact. Every deployment includes a full audit trail and model governance framework.
We don't deliver demos. Every model we build runs behind monitoring, drift detection, an evaluation harness, and operational runbooks. AI as production software — with the SLAs to match.
Every autonomous decision can be explained — what data triggered it, why the model made the call, and what the counterfactual was. Essential for regulated industries where "the AI decided" isn't a valid answer.
Monthly model reviews, drift remediation, regulatory change management, and capability extension. AI is a programme, not a project. We run the system alongside your team as long as it's in production.
Most regulated industries have estates built over decades. Our AI systems are designed as intelligence layers on top of existing infrastructure — integrating with legacy systems rather than requiring a rip-and-replace programme.
Not generalist developers retasked to a new sector. Each practice has engineers with genuine domain experience — former banking technology leads, insurance actuaries turned ML engineers, telecoms network architects.