AI Operations Readiness Assessment

AI Operations Readiness Assessment — Free Assessment

Assessment Form

Contact Name(Required)

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Company Name(Required)

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Process AI-Readiness

Are the operational processes targeted for AI augmentation fully documented and standardised?(Required)

Not at all

Basic / Partial

Mostly

Fully

Are the inputs and outputs of target processes digital — not requiring manual data entry or paper-based steps?(Required)

Not at all

Basic / Partial

Mostly

Fully

Workforce AI-Readiness

Do staff in AI-impacted roles have sufficient AI literacy to understand what AI systems do and don't do?(Required)

Not at all

Basic / Partial

Mostly

Fully

Is role-specific AI training available and completed by staff in roles where AI is being deployed?(Required)

Not at all

Basic / Partial

Mostly

Fully

Organisational Change Capacity

Does the organisation have the change management bandwidth to absorb AI-driven operational transformation alongside other change programmes?(Required)

Not at all

Basic / Partial

Mostly

Fully

Is AI transformation sequenced against other change programmes — avoiding change overload on teams?(Required)

Not at all

Basic / Partial

Mostly

Fully

Human-AI Collaboration Design

Are human-AI collaboration workflows formally designed — with clear handoff points, override mechanisms, and human accountability defined?(Required)

Not at all

Basic / Partial

Mostly

Fully

Do staff have clear, easy override mechanisms for AI recommendations in all human-AI workflows?(Required)

Not at all

Basic / Partial

Mostly

Fully

Operational Data Readiness for AI

Is operational data quality sufficient for AI use — accurate, complete, and consistent at the required volume?(Required)

Not at all

Basic / Partial

Mostly

Fully

Is operational data accessible to AI systems in real time or near-real-time for the planned AI use cases?(Required)

Not at all

Basic / Partial

Mostly

Fully

AI Pilot Programme Maturity

Is there a structured AI pilot process — hypothesis, success criteria, time-box, and deployment gate?(Required)

Not at all

Basic / Partial

Mostly

Fully

Are success criteria defined for AI pilots before they begin — not discovered after the pilot ends?(Required)

Not at all

Basic / Partial

Mostly

Fully

AI Vendor Operations Management

Are SLAs defined for AI vendor services — availability, accuracy, latency, and response time?(Required)

Not at all

Basic / Partial

Mostly

Fully

Is AI vendor performance monitored against SLAs continuously — not just at quarterly reviews?(Required)

Not at all

Basic / Partial

Mostly

Fully

AI Incident Response Readiness

Is there an AI incident response plan covering model failures, adverse AI outputs, and data incidents specific to AI systems?(Required)

Not at all

Basic / Partial

Mostly

Fully

Has the AI incident response plan been tested through a tabletop or simulation exercise?(Required)

Not at all

Basic / Partial

Mostly

Fully

AI Compliance Operations

Are AI compliance requirements operationally embedded — not just in policy documents but in daily operational processes?(Required)

Not at all

Basic / Partial

Mostly

Fully

Do operational staff in AI-impacted roles receive compliance training specific to the AI systems they use?(Required)

Not at all

Basic / Partial

Mostly

Fully

AI Operational Measurement

Is AI adoption measured operationally — what percentage of eligible staff are actively using AI tools in their daily work?(Required)

Not at all

Basic / Partial

Mostly

Fully

Is AI output quality measured operationally — error rates, override rates, and user correction rates?(Required)

Not at all

Basic / Partial

Mostly

Fully

AI Sustainability Operations

Is the energy and carbon footprint of AI operations measured?(Required)

Not at all

Basic / Partial

Mostly

Fully

Are AI sustainability targets set — energy efficiency, carbon footprint per AI inference?(Required)

Not at all

Basic / Partial

Mostly

Fully

AI-Positive Operational Culture

Do operational staff approach AI augmentation with curiosity rather than anxiety?(Required)

Not at all

Basic / Partial

Mostly

Fully

Are AI champions identified in operational teams — colleagues who model positive AI collaboration?(Required)

Not at all

Basic / Partial

Mostly

Fully