What is Intervention Readiness?
Intervention Readiness is the ability of an organisation to detect, escalate, decide and intervene before harm becomes irreversible.
The category.
Intervention Readiness describes a board-level capability: whether an organisation can still intervene in time when a consequential system begins to create harm.
Most organisations can evidence policies, controls, committees and escalation structures. Fewer can evidence that those structures can alter or halt system outcomes before the reversibility window closes.
Why the category matters.
Systems are becoming more capable. Organisations are becoming more dependent on automation. Regulators increasingly emphasise effective human oversight. Boards need confidence that intervention remains possible.
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Systems become more powerful.
Automated systems can act quickly, at scale, and across complex dependencies.
- 02
Oversight becomes more important.
Human oversight matters more as consequences, complexity and speed increase.
- 03
Oversight must be able to intervene.
A human who cannot alter the outcome is a witness, not a safeguard.
- 04
Intervention capability must be evidenced.
The question is not only what controls exist. It is whether those controls can act in time.
Relationship to adjacent concepts.
Intervention Readiness is related to governance, compliance, effective human oversight and operational resilience. It is not a replacement for any of them. It measures the intervention capability those disciplines often assume.
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AI systems
As AI systems become more capable and more embedded in operational decisions, consequences can compound faster than human authority moves. Intervention Readiness asks whether the organisation can still act inside that time window.
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Effective human oversight
Human oversight is meaningful only if humans can alter the outcome. Intervention Readiness makes that capability explicit: informed, authorised and timely intervention.
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Operational resilience
Operational resilience asks whether important services can remain within tolerance. Intervention Readiness focuses on the intervention chain that prevents automated harm from crossing the point of irreversibility.
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Governance
Governance shows who is responsible and which controls exist. Intervention Readiness measures whether those controls can detect, escalate, decide and intervene under pressure.
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AGDA™
AGDA™ is the deterministic assessment instrument that measures Intervention Readiness and returns a signed verdict.
How AGDA™ relates to Intervention Readiness.
AGDA™ is not the category. Intervention Readiness is the category. AGDA™ is the deterministic assessment instrument that measures it.
AGDA™ evaluates evidence across Detect, Escalate, Decide and Intervene. It returns a signed verdict on whether the chain completes before harm becomes irreversible.
The category in depth.
Four components carry Intervention Readiness. Each has its own page.
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The intervention chain
Detect, escalate, decide and intervene. The mechanism the category turns on.
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The reversibility window
The interval between a deviation and the point at which harm becomes irreversible. The clock the chain runs against.
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Halt authority
The authority and capability to stop a consequential system, held by someone positioned to act in time.
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Effective human oversight
Oversight that can alter the outcome: informed, authorised and timely. The capability regulators increasingly expect.
Where the category ends.
Intervention Readiness is adjacent to governance, compliance, audit, risk management and operational resilience. It is none of them. These pages hold the boundaries.
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vs AI governance
Governance describes structure. Intervention Readiness measures whether that structure can act in time.
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vs Compliance
Compliance asks whether obligations are met. Intervention Readiness asks whether intervention remains possible in time.
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vs Audit
Audit attests to the past. Intervention Readiness states whether intervention can occur going forward.
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vs Risk management
Risk management estimates likelihood and impact. Intervention Readiness measures whether the response beats the harm window.
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vs Operational resilience
Resilience keeps services within tolerance. Intervention Readiness governs the chain that prevents irreversible automated harm.
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The category map
Intervention Readiness placed against every adjacent discipline, with the boundaries named.
Frequently asked questions.
- What is Intervention Readiness?
- Intervention Readiness is the ability of an organisation to detect, escalate, decide and intervene before harm becomes irreversible.
- What does AGDA™ measure?
- AGDA™ measures Intervention Readiness. It evaluates whether an organisation can detect, escalate, decide and intervene within the available reversibility window.
- How is Intervention Readiness different from governance?
- Governance describes structures, responsibilities and controls. Intervention Readiness measures whether those structures can actually intervene before harm becomes irreversible.
- How is Intervention Readiness different from compliance?
- Compliance asks whether obligations are met. Intervention Readiness asks whether intervention capability remains possible in time. Regulatory expectations can make the question important, but they are not the category.
- What is effective human oversight?
- Effective human oversight means humans are informed, authorised and able to alter or halt system outcomes before the relevant harm window closes.
- How does AGDA™ produce a verdict?
- AGDA™ assesses evidence across detect, escalate, decide and intervene stages, applies evidence ceilings and chain propagation, and returns a signed, deterministic verdict.
- Can AGDA™ support evidence of human intervention capability?
- Yes. AGDA™ produces evidence of human intervention capability by measuring whether human oversight can detect, escalate, decide and intervene before harm becomes irreversible.
- Who created the category?
- Intervene Limited defined Intervention Readiness as a category and built AGDA™, the deterministic instrument that measures it. James Saint founded Intervene Limited and created AGDA™.
- Is Intervention Readiness a standard?
- No. Intervention Readiness is a category, not a standard: the ability of an organisation to detect, escalate, decide and intervene before harm becomes irreversible. AGDA™ is the instrument that measures it, and it does not certify compliance.