AI Strategy Roadmap Assessment

AI Strategy Roadmap Assessment — Free Assessment

Assessment Form

Contact Name(Required)

First Last

Company Name(Required)

Contact Email(Required)

AI Use Case Pipeline

Is there a documented pipeline of AI use cases with prioritisation criteria based on business value and feasibility?(Required)

Not at all

Basic / Partial

Mostly

Fully

Are AI use cases staged — from exploration through pilot to production — with defined criteria for progression?(Required)

Not at all

Basic / Partial

Mostly

Fully

Data Strategy for AI

Has a data inventory been conducted to identify what data is available for AI training and inference?(Required)

Not at all

Basic / Partial

Mostly

Fully

Are data quality standards defined and monitored for the datasets most critical to AI initiatives?(Required)

Not at all

Basic / Partial

Mostly

Fully

AI Governance Roadmap

Is there a documented AI governance policy covering ethics, bias mitigation, and responsible AI principles?(Required)

Not at all

Basic / Partial

Mostly

Fully

Has the organisation assessed which AI regulations apply — EU AI Act, sector-specific rules — and built a compliance roadmap?(Required)

Not at all

Basic / Partial

Mostly

Fully

AI Talent Strategy

Are the AI talent roles required to execute the AI strategy identified and mapped to the hiring roadmap?(Required)

Not at all

Basic / Partial

Mostly

Fully

Is there a structured upskilling programme to build AI literacy across the organisation — not just the AI team?(Required)

Not at all

Basic / Partial

Mostly

Fully

AI Technology Stack Roadmap

Is there a roadmap for MLOps maturity — model versioning, CI/CD for models, monitoring, and retraining pipelines?(Required)

Not at all

Basic / Partial

Mostly

Fully

Is there a strategy for which cloud AI services to standardise on versus build in-house?(Required)

Not at all

Basic / Partial

Mostly

Fully

AI Partnership & Ecosystem

Is there a documented AI vendor strategy — which foundation model providers, AI platforms, and tools are strategic?(Required)

Not at all

Basic / Partial

Mostly

Fully

Is the organisation actively participating in AI ecosystems — consortia, open source communities, or academic partnerships?(Required)

Not at all

Basic / Partial

Mostly

Fully

AI Innovation Process

Is there a dedicated budget and time allocation for AI experimentation and prototyping?(Required)

Not at all

Basic / Partial

Mostly

Fully

Is there a defined POC-to-production gate — criteria that determine whether an AI pilot advances to full deployment?(Required)

Not at all

Basic / Partial

Mostly

Fully

AI Competitive Positioning

Has a competitive analysis been conducted to understand how peers and competitors are deploying AI?(Required)

Not at all

Basic / Partial

Mostly

Fully

Is there a clear hypothesis for how AI investments create sustainable competitive advantage — not just operational efficiency?(Required)

Not at all

Basic / Partial

Mostly

Fully

AI Ethics & Responsible AI

Is there a documented AI ethics framework covering fairness, transparency, accountability, and privacy?(Required)

Not at all

Basic / Partial

Mostly

Fully

Are AI models tested for bias before deployment and monitored for bias drift in production?(Required)

Not at all

Basic / Partial

Mostly

Fully

AI ROI & Value Measurement Roadmap

Are business value targets defined for each prioritised AI use case before development begins?(Required)

Not at all

Basic / Partial

Mostly

Fully

Is AI business value measured post-deployment — revenue impact, cost reduction, or productivity uplift?(Required)

Not at all

Basic / Partial

Mostly

Fully

AI Risk Management Roadmap

Are AI-specific risks — model drift, adversarial inputs, hallucination, supply chain — identified and registered?(Required)

Not at all

Basic / Partial

Mostly

Fully

Do identified AI risks have documented mitigations and named owners?(Required)

Not at all

Basic / Partial

Mostly

Fully

Executive AI Alignment

Is the AI strategy formally endorsed by the full executive team — not just the CTO?(Required)

Not at all

Basic / Partial

Mostly

Fully

Is there board-level agreement on the AI investment quantum and multi-year funding commitment?(Required)

Not at all

Basic / Partial

Mostly

Fully