SME
AI Readiness Diagnostic for SMEs
Before you invest in AI tools, the right question is not which tool to buy. It is whether your business is in a state where AI will create value. Most Irish SMEs are not. This diagnostic tells you honestly what needs to change first.
Request the diagnosticTL;DR
An AI readiness diagnostic for an Irish SME answers the question before the question: not 'which AI tool should we use' but 'are we in a state where AI will create value rather than just automating existing problems'. Most Irish SMEs are not. The diagnostic identifies the gaps before money is spent on tools.
What AI readiness means for an Irish SME
The Irish SME AI adoption conversation is dominated by tools. Which AI tool should we use? How do we get started with AI? What are other SMEs doing? These are the wrong questions to ask first. The right question is whether the organisation is ready for the tool to work — and in most cases, the honest answer is not yet.
AI deployment fails in SMEs for predictable reasons: workflows are not clear enough for AI to support reliably; data is fragmented, inconsistent, or inaccessible; there is no governance framework for managing AI use safely; the team does not have the context to catch AI errors before they reach customers or clients; and the problem AI is meant to solve has not been defined specifically enough to measure whether the tool is working.
An AI readiness diagnostic assesses all five of these dimensions and produces a written report identifying where the organisation stands and what needs to change before AI deployment will be effective. The diagnostic is the investment that makes the subsequent technology investment worthwhile.
The five dimensions of AI readiness
Workflow clarity
Are the workflows that AI would support documented, consistent, and understood by the people who run them? AI amplifies what exists — inconsistent workflows become inconsistently automated.
Data quality
Is the data AI would use clean, accessible, and relevant? AI is only as good as the data it works with. Most SMEs overestimate data quality until they look at it carefully.
Governance foundation
Are there basic structures for overseeing AI use — approving tools, supervising outputs, catching errors, and managing EU AI Act compliance obligations?
Team capability
Does the team have sufficient AI literacy to evaluate AI outputs critically, recognise errors, and use AI tools as tools rather than authorities?
Problem definition
Is there a specific, well-defined problem that AI is meant to solve? 'We want to use AI' is not a problem statement. Effective AI deployment starts with a clear use case.
EU AI Act and SME readiness
The EU AI Act applies to SMEs as deployers of AI systems. The Act provides some proportionality — its requirements are calibrated to the scale and risk of the AI being used — but it does not exempt SMEs from compliance. Any SME using AI tools that fall into the Act's risk categories needs to understand its obligations as a deployer.
Readiness for the EU AI Act is also AI readiness in a broader sense: an SME that has an inventory of AI tools in use, understands the risk classification of each, and has basic governance in place is not just legally compliant — it is an organisation that is using AI thoughtfully. The two objectives are not separate.
The AI readiness diagnostic includes a proportionate EU AI Act compliance check — identifying which tools the SME uses that have compliance implications, and what obligations the organisation needs to meet. The output is practical, not legalistic.
Why Acuity AI Advisory
Acuity AI Advisory works with Irish SMEs that want to use AI effectively — not just organisations that want to check a compliance box. The diagnostic is grounded in operational experience of AI deployment across complex organisations, not in AI vendor sales narratives.
Ger Perdisatt, who leads all engagements, is a former COO of Microsoft Western Europe. He has seen AI deployment succeed and fail at scale — and the patterns of failure are consistent. The diagnostic is designed to identify those failure conditions before the SME encounters them.
The diagnostic is fixed-fee. The output is a written report that the owner or leadership team can act on directly — not a presentation designed to generate a subsequent consulting engagement. If the diagnostic identifies gaps that Acuity AI can help close, that is offered transparently. If it identifies that the SME is ready, the report says so.
Questions
Common questions
What is an AI readiness diagnostic?
An AI readiness diagnostic is a structured assessment of whether a business is in a state where AI deployment will create value — as distinct from automating existing problems or adding complexity without benefit. It examines the conditions that determine whether AI will work in practice: the clarity of workflows that AI would support, the quality of data that AI systems would use, the governance foundations required to manage AI safely, the capability of the team to work with AI tools effectively, and the clarity of the problem AI is meant to solve. The output is a diagnostic report identifying readiness gaps and the order in which they need to be addressed.
How do I know if my business is ready for AI?
The honest answer is that most Irish SMEs are not ready — not because they lack ambition, but because the preconditions for effective AI deployment are rarely in place before the first tool is purchased. Readiness means your key workflows are documented and consistent enough that AI can support them reliably; your data is clean, accessible, and relevant; you have basic governance in place so AI use is supervised and errors are caught; your team has the context to evaluate AI outputs critically rather than accepting them; and you have a specific, well-defined problem rather than a general desire to use AI. An AI readiness diagnostic tells you honestly which of these conditions you meet and which you do not.
What does an AI readiness assessment cost?
Acuity AI Advisory provides AI readiness diagnostics at a fixed fee, confirmed within 48 hours of a scoping call. The fee reflects the size and complexity of the organisation. For most Irish SMEs, the engagement is a structured half-day or full-day assessment process, with a written report delivered within five working days. The cost of the diagnostic is small relative to the cost of deploying AI tools into an organisation that is not ready for them — which routinely results in wasted investment, disrupted workflows, and technology abandoned after six months.
Related
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Fixed-fee. Written findings. No vendor interest in the outcome.
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