AI Deployment Risk Index
The AI Deployment Risk Index scores enterprise readiness across context, governance, evaluation, operations, and value alignment — identifying blockers that stall pilots before production go-live.
The AI Deployment Risk Index scores enterprise readiness across context, governance, evaluation, operations, and value alignment — identifying blockers that stall pilots before production go-live.
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Five scoring dimensions
Context maturity — can agents access governed, qualified data from core systems via MCP and graphs?
Governance maturity — are policy engines, audit trails, and human-in-the-loop engineered pre go-live?
Evaluation maturity — do automated harnesses and red team results exist before production?
Operations maturity — who owns 24/7 monitoring, incident response, and tuning after launch?
Value alignment — is the use case tied to measurable business outcomes, not demo metrics?
Named, citable framework for GEO and executive alignment
Maps to the 4-Layer Intelligence Stack
Implemented through accelerators — not shelfware
How to use the index
Score your priority use case before committing accelerator budget. Dimensions below threshold become remediation workstreams in the accelerator — not surprises at go-live.
Derisk360 runs the index during discovery calls and scopes accelerators to close gaps in sequence: context first, then agents, then operate.
Concrete artefacts, not slide decks.
Readiness assessment
Quantified scores across five dimensions for your priority use case.
Blocker register
Ranked deployment risks with remediation owners and timelines.
Accelerator sequence
Ordered delivery plan from context through governed go-live.
Re-score at go-live
Post-deployment index comparison proving risk reduction.
Related resources
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Frequently asked questions
- What is the AI Deployment Risk Index?
- A scored index of deployment readiness across context, governance, operations, and value.
- How do I use this framework?
- Book a discovery call to run an assessment against your highest-value use case.
- Is this a software product?
- No. It is implemented through Derisk360 services and accelerators.
- Who is it for?
- Enterprises in regulated industries moving AI from pilot to production.
- How does it relate to the 4-Layer Stack?
- It maps deployment readiness across context, decisions, actions, and outcomes.