AI Harness Reference Model
Map models, agents, tools, identities, memory, policies and data flows to distinct risks and controls.
Explore the AI Harness ↗Insights & resources / open research
Technical depth when you need to see the work.
The public research collection is open to all readers. It supports the practical governance, monitoring and evidence methods we apply in advisory engagements.
Trustworthy AI
Connect the expanding AI attack surface to risk decisions, runtime controls and evidence.
Explore governance ↗Portable Trust
Use a requirement-to-control-to-event evidence chain instead of disconnected assurance reports.
See the method ↗Regulatory Library
Search applicable rules and frameworks through a focused research workspace.
Open regulatory library ↗AI, Cyber & Privacy Glossary
Find the precise meaning and operational use of specialized terms.
Open glossary ↗Need-to-Know Briefs
Selected regulatory, security and AI developments, with context and practical next actions.
Read the briefs ↗Labs & Threat Maps
Explore controls, exploitation scenarios and monitoring concepts in a learning environment.
Open the labs ↗Assurance Domains
Turn frameworks into control questions and verification evidence.
Explore domains ↗Resilience Imperative
Understand business resilience, risk dependencies and evidence-based control priorities.
Explore the framework ↗Research, interactive tools and technical references.
Explore the complete collection in the same davisAIgov design: governance models, interactive controls, source-linked references and technical analysis.
Continue the conversation
Turn a useful idea into an operating control.
Bring the question to us. We will identify the scope, specialist support and evidence needed.