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What is AI readiness?What does an AI readiness assessment involve?AI readiness glossaryBuilding the foundations (5)
Process mapping before automationWhen has an SME outgrown spreadsheets?How to choose business software that fitsHow to prepare your data for AIDo SMEs need a data warehouse?By market (5)
AI readiness for Singapore SMEsAI readiness for Malaysian SMEsAI readiness for Indonesian SMEse-Invoicing in Malaysia: a guide for SMEsAplikasi stok barang untuk UMKM (Bahasa Indonesia)The framework
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What does an AI readiness assessment involve?
An AI readiness assessment is a structured review of how prepared a business is to adopt AI. It looks at areas such as strategy, leadership, people, processes, technology, data and governance, and shows which gaps need to be closed first. It can range from a five-minute questionnaire to an evidence-based review over several weeks, and the right depth depends on the decision you need to make.
The short answer
What an assessment is for.
An AI readiness assessment is a structured review that measures how prepared a business is to adopt AI, and turns the findings into a prioritised plan.
A good assessment answers three questions. Where does the business stand today? Which gaps matter most for the ways it wants to use AI? In what order should those gaps be closed? It should leave you with clear decisions, not just a score.
It also helps to know what an assessment is not. It is not a software demonstration or a vendor’s sales pitch. Take care if the assessor also sells technology. If the assessment always ends by recommending the assessor’s own product, it is a sales tool rather than an independent review.
What gets examined
What an assessment looks at.
Most assessment frameworks cover a similar set of areas, although they group and name them differently. Our guide to what AI readiness is sets these areas out in full.
A typical assessment covers strategy and business value, leadership and culture, people and skills, processes, technology and infrastructure, data, and governance and risk. Some frameworks give more weight to technology or ethics, and others give more weight to business value.
Our own framework, the SEL Foundation Index, focuses on the areas where we see SMEs fall short most often: processes, systems and data. It examines each of these three foundations through five lenses: strategy and leadership, people and capability, process and workflow, technology and tools, and data and information. Each of the fifteen combinations is placed on a four-level maturity scale.
Looking at each foundation from several angles matters because the cause of a problem is often not where it first appears. For example, slow reporting can look like a data problem. On closer inspection, the cause is often a process that nobody is responsible for.
“A score on its own changes nothing. An assessment is useful when it tells you what to fix first.”
How the evidence is gathered
Self-report, conversation and evidence.
Assessments differ most in how they gather evidence, and this determines how far you can rely on the result. Most use more than one of the following approaches.
Self-assessment
Someone in the business completes a structured questionnaire. It is quick and low-cost, and it gives a useful first indication. However, it reflects how the business sees itself, and people tend to rate some areas too highly and others too harshly.
Guided conversation
An experienced assessor discusses the questionnaire results with you. They test answers that seem uncertain and learn about your priorities and constraints. This adds expert judgement, although it still relies mainly on what people say.
Evidence review
The assessor interviews people in different roles, examines real documents, reports and system records, and observes how the work is done. It takes longer, but it measures how the business actually operates rather than how it is described.
How we approach it
Three depths, one framework.
Our own assessment has three levels of depth. Each uses the same framework, so nothing needs to be repeated as you move from one level to the next. Most businesses start with the free Snapshot and go further only if the result suggests it is worthwhile.
Readiness Snapshot
You answer twenty questions online about your processes, systems, data and leadership. Within minutes, a PDF report arrives by email. It places your business in one of four readiness archetypes, which describe typical starting positions, and names the most useful next step. Because the answers are your own, the result is an initial indication rather than a verified measurement.
Readiness Review
A 30-minute call led by our founder. We go through your Snapshot result together, check where it may be reading too high or too low, and agree the right next step. There is no formal scoring at this stage and no obligation to go further.
Readiness Diagnostic
The full framework applied to your business. Every part is scored using evidence from interviews, document reviews and observation. You receive a written report with a readiness heatmap, a prioritised list of gaps and a step-by-step roadmap, together with a proposal for the first piece of work.
What you should come away with
Four outputs that make an assessment worth doing.
Whatever its depth, an assessment should give you the four things below. If any of them is missing, ask the assessor why.
- 01
A clear picture of where you stand.
A plain-language description of each area that you recognise as accurate for your business. A single overall score is not enough on its own.
- 02
The gaps that matter most.
Not every weakness needs fixing now. A useful assessment separates the gaps that would block your planned use of AI from those that can wait.
- 03
The order to close them in.
The areas depend on one another. Fixing them in the wrong order usually means paying to redo work later.
- 04
A first step you can take.
A clearly defined and affordable next piece of work, so that the assessment leads to action instead of being filed away.
Before you commission one
Five questions to ask any assessor.
Whoever you work with, including us, these questions help you tell a genuine assessment from a sales process.
| Ask this | Why it matters |
|---|---|
| Is the assessment independent of any product you sell? | If the assessor also sells software, ask what they would recommend if their own product were not an option. |
| What evidence will you look at beyond our own answers? | Answers from your own team are a useful start. On their own, they are not enough to justify a significant investment. |
| Will the result tell us what to do first, and why? | A list of gaps without an order leaves the hardest decision to you. |
| How will you account for our size and market? | Frameworks designed for large companies often mark SMEs down for capabilities they do not need. |
| What happens if the answer is that we are not ready? | A good assessor will tell you plainly and explain what to fix first. They should not recommend going ahead anyway. |
Common questions
Questions about AI readiness assessments.
How long does an AI readiness assessment take?
From about five minutes for a self-assessment to two or three weeks for an evidence-based diagnostic. The right depth depends on the size of the decision. A quick questionnaire is enough to decide whether to look further. A significant investment deserves proper evidence.
What do we need to prepare?
For a self-assessment, nothing beyond what you already know about your business. A fuller diagnostic usually needs time with a few key people, some sample reports and documents, and a look at the main systems you use. A good assessor will send you a short list well in advance.
Who from our business should be involved?
The senior leader who owns the decision, plus the people who run the main processes day to day, usually the finance, operations and sales leads. If only leaders take part, the picture tends to be too optimistic. If only operational staff take part, the strategic context is missing.
Is an AI readiness assessment the same as an IT audit?
No. An IT audit usually checks infrastructure, security and compliance. A readiness assessment looks more widely at whether the business as a whole, including its processes, data, people and leadership, can support AI. Its purpose is to inform a business decision, not to give technical approval.
What does an AI readiness assessment cost?
Self-assessments are often free, and our Readiness Snapshot and the Readiness Review call that follows it are both free. Evidence-based diagnostics are paid engagements, usually at a fixed fee based on scope. Some consultancy work may qualify for government support, depending on the scheme.
Start with the free tier
Take the first step in five minutes.
The Readiness Snapshot is the quickest way to see where your foundations stand. It is free and takes about five minutes. Your PDF report arrives by email and names the most useful next step on your path to AI.