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In this guide
An Irish SME choosing AI support needs a provider who can turn one business problem into a controlled piece of work. For service information, visit Blue Canvas on AI consultancy support for businesses in Ireland.
The useful starting point is rarely a broad transformation plan. It is usually a repeated workflow with a clear owner, usable information and a result the team can review. A good provider should be able to explain the work in plain English before recommending a product.
Define the outcome before comparing providers
Write down what should improve and how the current process works. Record the trigger, information, steps, decisions, exceptions and final output. Include the awkward cases, because these are where a simple demonstration often breaks.
Choose an outcome the business already understands, such as reducing repeated handling, improving follow-up or preparing a routine report more consistently. Do not accept a success measure based only on the number of outputs produced.
Decide what kind of help you need
Some businesses need a short decision engagement: map the workflow, compare options and produce a pilot brief. Others need implementation, including configuration, connections, testing, training and handover. Make that boundary clear before asking for proposals.
If the main gap is staff confidence and safe day-to-day use, practical training may be enough. If the process crosses systems or needs controlled actions, the scope is implementation. Buying a larger engagement than the problem requires adds cost and dependency without improving the result.
Compare the proposed workflow, not the presentation
Ask each provider to explain the first workflow they would choose, the information it needs, where a person remains responsible and how the team will test it. Look for a proposal that names assumptions, risks and dependencies.
Ask which simpler options were considered. An existing product feature, better form or clearer procedure may solve the problem. A useful adviser should be comfortable recommending that answer.
Review information and supplier access
List the customer, employee, operational and commercially sensitive information used by the workflow. Give the product and provider only the access needed for the approved task. Confirm where information is stored, who can see it, how long it is kept and how access is removed.
Ask the provider to identify the organisations and connected services involved in processing the information. Your own legal or data-protection adviser should review higher-risk uses. The Irish Data Protection Commission guidance for organisations is the appropriate official starting point for current Irish data-protection information.
Run a controlled pilot
Build the smallest version that can answer the business question. Use realistic but safe examples, including missing details, unusual formats and conflicting information. State what must be checked and what the system must never do without a person.
Agree a review date before the pilot starts. Compare the result with the current process and examine corrections, exceptions, staff effort and service quality. Continue only when the evidence supports it.
Make training part of delivery
Training should use the actual workflow and the team's own approved examples. Staff need to know which tools and accounts are allowed, what information may be used, how to review output and where to report a problem.
Include the people closest to the work in testing. They understand the exceptions and informal steps that are missing from a process document. Their feedback should shape the live version and the operating guide.
Require a usable handover
At the end, the business should receive the agreed design, access information, tests, operating instructions, support route and ownership record. The internal owner should be able to explain how the workflow works and how to pause it.
Ask what ongoing licences, supplier services and specialist skills are needed. Avoid a setup that only the original provider can operate or change. The AI vendor selection guide provides a fuller comparison checklist.
Questions to ask before appointing a provider
- Which workflow would you start with, and what would you leave alone?
- What access and information do you require?
- How will you test exceptions and poor output?
- What will our staff be able to operate after handover?
- Which ongoing products and supplier relationships will remain?
- What evidence could make you stop the project?
The answers should make the work easier to judge, not make the technology sound more mysterious.
If this is the kind of work you want help with, see how we support businesses across Ireland.
Phil runs Blue Canvas AI, a Derry-based consultancy helping UK and Irish SMEs scope, train for, and implement practical AI workflows.
FAQ
Frequently asked questions
What should an Irish SME ask an AI provider to deliver?
Ask for named outputs such as a workflow map, options, pilot brief, supplier and information checks, test results, staff guidance and handover documentation.
Should an SME start with consultancy or implementation?
Start with decision support when the workflow or product choice is unclear. Choose implementation when the problem is defined and the business needs a working, tested process.
How should an Irish business test an AI workflow?
Use representative safe examples, include incomplete and unusual cases, define human review and compare corrections, effort and service quality with the current process.
Can AI support be delivered remotely?
Much discovery, configuration and review can be delivered remotely. Choose in-person sessions where they materially improve workflow mapping, staff participation or training.