Practical AI for Growing Companies
We help startups and SMEs apply AI where it actually improves work.
Clear use cases.
Fewer tools.
Responsible implementation.
No hype.
Dublin-based. Working with local companies and clients globally.
The problem
The AI tool landscape is crowded and changing fast. Many companies are experimenting—pilots, demos, vendor calls—but struggle to see clear returns or to know which bets are worth making. At the same time, ethical and governance risks are real, and technical leaders are right to be cautious.
What’s missing is structure: a way to decide where AI genuinely fits, how much effort and risk each opportunity carries, and how to implement without overcommitting or underpreparing.
How we work
We bring engineering discipline to AI adoption. Our engagements follow a clear sequence so you get concrete outputs and a path you can execute.
- Step 1
Discovery call
We understand your context, goals, and constraints so the engagement is scoped to what you actually need.
- Step 2
Workflow audit
We map where AI could realistically improve your workflows and where it would add little or create risk.
- Step 3
AI Opportunity Matrix
A structured view of opportunities by impact, effort, and risk—so you can prioritise with evidence, not guesswork.
- Step 4
Ethics assessment
We surface ethical and governance considerations so you can adopt AI in a way you can stand behind.
- Step 5
Implementation guideline
A practical document that spells out how to roll out chosen opportunities, with clear next steps and ownership.
- Step 6
Focused team training
Hands-on, practical training tailored to your workflows and decisions—no generic workshops.
We do not build custom ML models, replace your internal teams, or sell specific vendors. We give you the analysis, the framework, and the training so you can own the decisions.
What you get
Every engagement is designed to leave you with concrete artefacts and clarity—not a deck and a handshake.
AI Opportunity Matrix
Prioritised view of where AI fits your workflows—impact, effort, and risk—so you can decide what to do first and what to defer.
Ethics assessment
A concise assessment of ethical and governance considerations for your chosen use cases, with practical recommendations.
Implementation guideline
A written document that outlines how to implement selected opportunities: steps, ownership, and how to measure progress.
Team training
Focused, practical training for your team—aligned to your workflows and the decisions you’ve made, not generic AI overviews.
Why us
The Clean Code Company has operated for over ten years from Dublin. We love working with local companies and startups, and we offer our services globally. We’re not a hype-driven AI consultancy. We bring the same discipline we apply to software—clarity, structure, and evidence—to how you adopt AI.
Engineering-led
We’ve been building and shipping software for over a decade. Our advice comes from practice: what works in production, what doesn’t, and how to integrate AI into real systems without overpromising.
Ethics built in
We treat ethics and governance as part of the design, not an afterthought. You get a clear view of risks and guardrails so you can adopt AI in a way you’re comfortable defending.
No vendor lock-in
We don’t sell platforms or tools. Our job is to help you make better decisions—so you choose vendors and approaches that fit your context, not ours.
Start the conversation
If you’re a technical founder, CTO, or operations lead looking for structured AI adoption—not hype—we’d like to hear from you. Email us to describe your situation and we’ll take it from there.
Engagements typically start above €2,000 and scale with scope. We’ll discuss fit and pricing once we understand what you need.