1. Human oversight by design

AI supports decisions and workflows, with clear accountability and review processes..

2. Security and privacy first

We apply security best practices and align solutions to customer privacy and regulatory requirements.

3. Traceability and auditability

We design systems so outputs can be monitored, validated, and investigated when needed.

4. Fit-for-purpose AI

We avoid unnecessary complexity and select approaches that are appropriate for the use case.

5. Continuous monitoring

AI systems are operational systems; they require performance monitoring and periodic review.