Governed AI assistance
Human-reviewed uses of AI for classification, summarisation, reporting and workflow support.
Areas we explore
Ideas assessed against a real operational need
We examine technologies and methods that may strengthen security, reduce manual work or improve operational visibility before they become recommendations.
Current interests
Questions worth testing
Identity and access models
Approaches to authentication, authorisation, privileged access and permission management.
Evidence automation
Ways to capture and organise records without adding unnecessary administrative work.
Resilient cloud design
Patterns for controlled deployment, monitoring, recovery and service continuity.
Accountable automation
Workflows that preserve ownership, review points and traceability.
Platform security
Methods for threat-aware design, secure delivery and operational monitoring.
From exploration to a decision
A useful exploration starts with a defined problem. It can include a small feasibility assessment, consideration of security and privacy risks, and a recommendation explaining whether further work is justified.
What good evidence looks like
- A clear question and success measure
- Known assumptions and constraints
- Security and privacy considerations
- A proportionate prototype or comparison
- An explicit recommendation and next step
Discuss a feasibility question
Start with the operational problem, not a fashionable technology.