From informal AI use to structured, governed, measurable adoption in 8 to 12 weeks.

A guided journey from informal AI use to structured, governed, measurable adoption

An end-to-end programme that moves your business from informal AI use to structured, governed, measurable AI adoption.

Who this is for

This service is for you if...

  • Your staff are already using AI informally and you want to put structure around it
  • You want capability, governance, and a working pilot delivered in one managed engagement
  • You need a management-ready output you can present to your board, leadership team, or clients
  • You want a named AI owner in your business before the engagement ends
  • You want a 12-month roadmap to guide adoption beyond the programme

Most clients start the Programme with an AI Readiness Assessment. It sets the baseline and its fee is credited in full.

Start with an AI Readiness Assessment

The Problem

Only 7% of Irish businesses feel confident in their AI capabilities. Large organisations are achieving more than twice the productivity gains, and structured adoption is what explains the gap.

Staff in most Irish SMEs are already using AI. The tools are in the building. They are just not being used with any structure, any policy, or any way to measure whether they are delivering value. Only 7% of Irish businesses feel confident in their AI capabilities, compared to 46% of large organisations.

Large organisations are achieving two times or more productivity gains from AI adoption. The structured approach makes the difference: a readiness baseline, role-specific training, a formal governance layer, and a well-defined pilot with a pre-agreed success definition.

Organisations with a formal AI policy are ten times more likely to report major productivity gains. The Capability Build Programme puts that structure in place across eight to twelve weeks, from the first diagnostic through to a completed pilot and a 12-month roadmap.

What Is Included

An 8 to 12-week engagement covering every stage of structured AI adoption:

  • AI Readiness Assessment: shadow AI audit, maturity baseline, data readiness review, and prioritised action plan
  • Use-case discovery workshop: scored shortlist of candidate use cases, pilot recommendation for the highest-ranked candidate
  • AI policy and governance pack: acceptable use policy, tool inventory with data residency assessment, named AI owner, built around the pilot just identified
  • Staff and leadership AI literacy training: role-specific, built around the actual tools and workflows the pilot will use
  • One controlled AI pilot: delivered to the agreed brief, with a measurement framework and pre-agreed success definition
  • AI owner setup and handover: the named AI owner leaves equipped with the documentation and knowledge to maintain governance independently, with the Fractional AI Lead retainer on hand if it is needed
  • 12-month AI roadmap: phased plan for continued adoption beyond the programme
  • Management-ready completion report

Before delivering any training or workshop, we interview your business. The training and workshop content is built around your actual tools, your real workflows, and the specific tasks your team do every day. And the Programme does not end with a report handover: implementation happens inside your business, a named AI owner leaves equipped to carry it forward, and the Fractional AI Lead retainer provides continuity beyond the engagement.

How the Programme works

Eight stages. One managed engagement.

  1. AI Readiness Assessment

    A baseline picture of current AI use, readiness across six dimensions, and a prioritised action plan.

  2. Use-Case Discovery Workshop

    A scored shortlist of candidate use cases with a recommended pilot and clear success criteria.

  3. AI Policy and Governance Pack

    A written acceptable use policy, a complete tool inventory with data residency notes, and a named AI owner, built around the pilot just identified.

  4. AI Literacy Training

    Trained staff with documented, role-specific AI competence for the chosen use case, and a record of safe use guidance delivered.

  5. Controlled AI Pilot

    A live, tested AI application with evidence of performance against the pre-agreed success definition.

  6. AI Owner Setup and Handover

    A named AI owner with the knowledge and documentation to maintain governance independently, with the Fractional AI Lead retainer on hand if it is needed.

  7. 12-Month AI Roadmap

    A phased adoption plan with prioritised next steps, owner assignments, and a quarterly review schedule.

  8. Programme Completion Report

    A management-ready report summarising the engagement, outcomes, and your AI governance status, with next steps already agreed.

Deliverables

What we do together

  • All deliverables from the AI Readiness Assessment, AI Literacy Training, AI Policy and Governance Pack, and Use-Case Discovery Workshop
  • Pilot implementation with measurement framework and test evidence record
  • Programme Completion Report with 12-month AI roadmap
  • Management-ready executive summary

Timeline and Investment

Timeline

Eight to twelve weeks, structured around how your business already runs.

Investment

From €15,000.

Fixed deliverables, fixed price, fixed timeline, all agreed upfront. If you completed the AI Readiness Assessment first, that fee is credited in full.

Why this is worth the investment

Structured adoption pays for itself.

Organisations with a formal AI policy are ten times more likely to report major productivity gains than those without one. Large organisations are already achieving more than twice the productivity gains of Irish SMEs from AI adoption. The gap is not the tools. It is the structure.

The AI Capability Build Programme delivers that structure in 8 to 12 weeks. By the end, your team knows how to use AI safely and consistently. Your governance layer is documented and maintained. Your named AI owner can defend any decision made with AI. And you have a 12-month roadmap that keeps adoption moving.

The Programme includes the AI Readiness Assessment, AI literacy training, governance pack, use-case discovery workshop, and a completed pilot. Each of those would cost €2,500 to €4,000 as a standalone engagement. As part of the Programme they are sequenced, integrated, and delivered against your specific business context rather than off-the-shelf.

Enterprise Ireland Build Capability funding may apply to your Programme.

Enterprise Ireland-supported companies in manufacturing or internationally traded services can apply for the Build Capability Grant, which funds up to €70,000 for the training of management and staff. The AI Capability Build Programme includes structured training across AI literacy, governance, and practical use — components that are designed to qualify for eligible training costs. Book a discovery call and we will confirm your eligibility as part of the conversation.

For Irish owned businesses in manufacturing or internationally traded services. Eligibility subject to Enterprise Ireland terms and conditions.

€70k

maximum grant for staff training

Free Online Assessment

Irish SME AI Readiness Scorecard

A structured self-check across the areas that determine AI readiness. Takes about 6 minutes, with instant results, and tells you which area of your business carries the most immediate risk before any formal assessment begins.

Get started

The right first step is a conversation.

Not sure whether an AI Readiness Assessment is right for your business? Start with a free 30-minute AI conversation. One clear priority finding to take away.

Insights

Related insights

Scope and boundaries

What we are

Clear Gate Systems helps Irish SMEs build AI capability, train their teams, and govern how AI runs safely and sustainably. Every engagement includes structured governance and, where relevant, EU AI Act and related obligations. Eileen Weadick holds specialist EU AI Act compliance training (AIActTPro certified) and applies that knowledge as a practical component of every engagement.

What we are not

Clear Gate Systems does not provide legal advice, legal interpretation of specific obligations, or regulatory representation. Where your organisation requires a formal legal opinion, on the classification of a specific system, on contractual obligations with an AI vendor, or on regulatory exposure, a qualified solicitor or barrister must be engaged. Our role is to build the technical governance infrastructure that qualified legal counsel can stand behind.

Get started

Ready to get started?

Book a free 30-minute AI conversation. One clear priority finding to take away.

Eileen Weadick, PhD. AI adoption and governance implementation specialist. Cork, Ireland.

After the Programme, the Fractional AI Lead retainer keeps governance current as your tools and obligations evolve.