Know the data and its path.
Identify sensitive information, where it moves and which systems may process it. Agree access roles, hosting, model providers, retention and backups with your teams before implementation.
Security belongs
in the design.
A useful system needs clear answers about data, access and accountability. We make those part of the engagement from the beginning.
Built around your business.
Designed for its responsibilities.
We work with your business and technology teams on deployment, data handling and security requirements. Our partnership with BeatQuantum brings specialist cybersecurity and operational resilience input, with the review scope and responsibilities agreed for each engagement.
Santosh Pandit
Former Bank of England regulator, with experience in cyber risk and operational resilience.
BeatQuantumOur cybersecurity and resilience partner ↗
The questions we work through with you.
Keep important decisions reviewable.
Use human review for consequential AI-assisted outputs. Make sources, exceptions and action histories available so people can question an output and act with context.
Agree who is responsible.
Define testing, monitoring, incident response, support and any specialist review around the system's risk and scale. Document who resolves findings and who responds when something needs attention.