Research for justified reliance.
Analysis on the operating systems that make complex technology and institutional claims reviewable.
Assurance is infrastructure
Why continuous evidence, controls, review, and escalation should be designed as an operating system.
ExploreGovernanceFrom governance to evidence
How institutional requirements become controls, tests, evidence, and accountable intervention.
ExploreMonitoringContinuous systems need continuous assurance
Why the assurance cycle should follow the rate at which material conditions can change.
ExplorePublic sectorAI governance is institutional capacity
Why national AI governance depends on practical capability as much as formal rules.
ExploreEvidenceEvidence before claims
Why material representations should be designed around the evidence required to test them.
ExploreIndependenceAssurance independence by architecture
How decision rights, access, incentives, and reporting lines determine assurance credibility.
ExploreProcurementPublic-sector AI procurement is governance
How procurement requirements create or destroy future oversight capacity.
ExploreAgentic AIContinuous assurance for agentic systems
Authority, monitoring, exceptions, and evidence for systems that act continuously.
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