• workshop_dense_100#slide 19

Governance readiness in RAIDT is the evidenced condition in which a run can be justified and scrutinised after the fact. It is defined through the run as the unit of governance and operationalised through a run-level evidence pack plus a score profile across the five pillars (Responsibility, Auditability, Interpretability, Dependability, Traceability). In practical terms, a governance-ready run is one whose evidence is sufficient for later reconstruction, review, challenge, and improvement. RAIDT makes this visible through anchors 1=missing / 3=partial / 5=audit-ready, so readiness is not left as an abstract aspiration. The papers stress that this is a governance construct: it shows whether the organisation can evidence what happened and why reliance may or may not be justified, rather than claiming that the output is automatically correct or legally compliant.

This matters because high-stakes GenAI deployments are often contestable long after the original interaction. RAIDT turns oversight into a measurable operational capability rather than a policy slogan. It also explicitly treats influence methods as governance interventions, which means prompt structures, retrieval logs, adapter versions, and alignment controls are relevant not only for performance but for the quality of governance evidence. The practical value is that organisations can compare configurations, identify which pillar is weak, and improve instrumentation or review processes over time. Governance readiness is therefore the mechanism by which RAIDT links responsible AI ideals to inspectable run records and defensible organisational action.

In cybersecurity alert triage, an analyst may ask GenAI to recommend next steps after a suspicious event. A governance-ready run would include the structured prompt, threat-intelligence retrieval snapshot, model and tool versions, the generated recommendation, stability or repeat-run checks, and the analyst's review decision. That evidence supports a meaningful score profile across the five pillars.

Why this matters is straightforward: if the recommendation is later questioned after an incident, the organisation needs more than the final text. It needs to know what evidence informed the advice, whether the behaviour was stable, and what human judgement was applied. RAIDT makes those review conditions explicit and measurable.

• 00-RAIDT_Wording_v2
• 08-RAIDT_Foundations_M_V50
• 11-RAIDT_Academic_Logic_M_v11