Data Quality and Governance
AI is only as good as the data it learns from.
AI Readiness Audit
Most businesses believe they are further along with AI than they actually are. Our AI Readiness Audit gives you an honest, structured score across six critical pillars. You will know exactly where you stand, where the gaps are, and what to do next. No sales pitch.
An AI Readiness Audit is a structured assessment of your organisation's current ability to adopt, implement and scale artificial intelligence effectively. The assessment evaluates the six critical foundations that determine whether AI will deliver real business value, or become another expensive pilot that fails to scale.
New to the term? Start with what AI readiness actually means.
Every one has to hold weight before AI delivers measurable value. Each links to a deeper look at what readiness means for that pillar.
AI is only as good as the data it learns from.
AI does not fix broken processes. It automates them.
AI adoption is a human challenge before it is a technical one.
AI requires connected systems, not just modern ones.
AI without a business case is just experimentation.
AI without governance is risk without accountability.
The question is not whether you have gaps. It is whether you know what they are, and have a plan to close them.
Free
Instant scored result across all six pillars, traffic-light visualisation, teaser diagnostic per pillar. Seven minutes.
Start free£97
Instant delivery. Per-pillar diagnostic paragraph, prioritised next steps, and the gaps your free score hints at, explained in full.
Start the audit£497
Personalised to your industry, size and AI goal. AI-generated synthesis, 30/60/90-day plan, and a debrief call with one of our consultants.
Start with the free auditResearch consistently shows that organisations overestimate their AI readiness. The same data quality issues that lead to AI project failures are frequently the hardest to identify from within.
Our professional audit eliminates that blind spot. A structured engagement with an independent expert. Tested diagnostic tools. Benchmarks against real-world AI performance data. The outcome is a clear, honest picture of your current state and a fully prioritised roadmap.
We deliver:
An AI Readiness Audit is a structured assessment of how prepared a business is to adopt, implement and scale artificial intelligence. It evaluates the organisation across six pillars: data quality, process maturity, people and culture, technology infrastructure, strategy and business case, and governance and risk. The output is a scored readiness profile and a prioritised set of recommendations.
A free self-assessment audit takes around seven minutes. A professional AI Readiness Audit delivered by our team typically takes three to four weeks and includes stakeholder interviews, data reviews, process mapping and a written report with a leadership presentation.
The most reliable way is to conduct a structured AI readiness assessment. Key indicators: whether your data is clean, consistent and well-governed; whether your processes are documented and optimised; whether your staff have AI literacy training; whether you have a clear AI strategy tied to business outcomes; and whether you have a governance framework to manage AI risk. If you cannot answer yes to most of those questions, you are likely not ready to scale AI.
Poor data quality and lack of data governance. Undocumented or inconsistent processes. Staff who lack AI literacy and change readiness. Absence of a clear AI business case with defined ROI metrics. Governance frameworks that do not account for AI-specific risks such as hallucination, bias and data privacy. These gaps explain why 74% of companies struggle to achieve and scale AI value, according to BCG research.
AI readiness refers to how prepared an organisation is to begin or expand AI adoption: whether the foundations are in place. AI maturity refers to how advanced an organisation already is in using AI, typically measured from initial experimentation to optimised enterprise-scale deployment. Readiness is the prerequisite. Maturity is the destination.
Yes. AI readiness is not only a concern for large enterprises. SMEs often have more to gain from getting readiness right first time, as they have less capacity to absorb the cost of failed AI projects. Our self-audit and professional engagement are both designed for organisations of any size, from ten-person teams to multi-site operations.
We offer three tiers: a free 30-question self-assessment with instant scored results; a £97 full diagnostic report delivered instantly; and a £497 Deep Dive report personalised to your industry, size and AI goal, including a debrief call with one of our consultants. For bespoke engagements and full transformation delivery, we scope each piece of work individually.
MIT NANDA research in 2025 found that 95% of AI pilot programmes fail to create measurable value. A readiness audit typically costs a fraction of a single failed pilot. It protects you from the compounding costs of implementing AI on inadequate foundations: poor data that produces wrong outputs at scale, broken processes that get automated badly, and staff who do not trust or use the tools.
Knowing your readiness score is the first step. The seven-minute self-assessment is free.
Start your free audit