Deploy AI with confidence.
At dploy.ai we help Irish businesses put AI to work. New services you could not offer before. A better experience for every client. Your team freed for the work that needs a person.
Governance built in. GDPR and the EU AI Act from day one.
An Irish wealth advisory firm asked us to rethink client onboarding. We built a working system that enters client details once, drafts every provider instruction for a person to review, and shows the whole pipeline on one dashboard. The old workflow took close to a full working week, every week, and that time is coming back to the team as the system goes into daily use. More importantly, every new client now gets a start with the firm that the old process could never have delivered, and the firm can take on more clients without the process holding it back.
The same firm has since commissioned a second build.
Read the full story →What could your team do with AI beside them?
AI has changed what a business your size can offer. Processes that had to be manual can be rebuilt entirely. Services that needed a team twice yours are now within reach. We have seen a five-day reporting cycle become same-day. We have seen a thirty-person firm offer what used to take sixty.
The pattern in all of it: AI does the drafting, the re-keying and the waiting, and your people do the judging, the advising and the relationships. That is the point. The same people, doing better work, for more clients.
Efficiency comes with this. Hours return wherever manual work disappears, and we count them. But the businesses getting the most from AI are using it to grow.
So the better question is what you could offer that you have never considered.
How we put AI to work properly
Every engagement follows the same four steps.
- Step 1
Assess
We find where AI pays across your business and what to do first. Ten working days, fixed fee.
- Step 2
Rethink
We ask whether each process should exist at all before automating any of it.
- Step 3
Build
We build working tools you can stand over.
- Step 4
Embed
We log every tool with a named owner, write down how it works, and keep it compliant.
Steps 2 to 4 are optional. The roadmap is yours to act on with anyone.
What it gives you
Efficiency
Hours come back wherever manual work disappears, and we count them.
Client experience
Every client gets a faster, clearer and more consistent service.
Growth and competitive position
Offer what you could not before, and take on more clients.
We've sat in your chair.
The practice is founder-led. Every assessment is run by a former CFO of an AIM and Euronext listed company, with twenty years in senior finance and operations roles and a background in corporate governance and data protection.
That means someone who has owned the budget, answered to the board and the auditors, and dealt with a process breaking at quarter end. Someone who knows what has to be written down, and why, and what a client expects when they hand over their data.
So we don't start with the technology. We start with the work your people do and ask whether each process should exist at all. Then we build what frees up their time, improves the client experience and lets you take on more, in a form you can stand over.
Built for businesses that can't afford to get AI wrong.
If you're regulated, this is the bar you need. If you're not, it's the bar you deserve.
AI Operations Assessment
A structured assessment that finds where AI pays across your business: the new services it opens, where your clients' experience improves, and which processes to redesign, automate or retire. You get a ranked opportunity map and a costed roadmap, presented in a 60-minute walkthrough and a written report.
And we don't stop at the report.
The assessment gives you a roadmap you can act on with anyone. If you want, we then build the solutions on it ourselves, priced on the outcome and never by the hour.
Frequently asked questions
Because we would want to know too. The fee is fixed and agreed before we start, and there is no meter running. Consultancies that quote after four meetings are pricing the sale, not the work.
You get a prioritised roadmap of AI opportunities with estimated costs and timelines. Some businesses implement independently using the roadmap. Others ask us to build the solutions. There is no obligation either way.
We take an assessment on only when we are confident the opportunities it finds will be worth many multiples of the fee. That is what the free call is for. If we do not believe it after that conversation, we will say so plainly and not take the engagement.
The practice is founder-led. The person on your first call leads the work and signs it off. That is a former CFO of an AIM and Euronext listed company, with twenty years in senior finance and operations, FCCA, the London School of Economics AI Leadership Accelerator (Distinction) and a Diploma in Corporate Governance (Distinction).
Everything we build is documented as we go so that someone else can pick it up. Decisions, configuration and runbooks are written down as part of delivery, so the work never depends on one person's memory. How the work is handed on is set out in each engagement's agreement.
During the assessment we review your processes and workflows. We do not extract, store or process your business data, and everything stays in your environment. Each engagement is covered by a formal service agreement. The services we use, and where each one runs, are listed on our security page.
How we handle security and data→Against a large firm, the difference is a fixed price agreed before we start and senior delivery all the way through, rather than a meter running and a junior team on site. A freelancer may well come in cheaper, and what we add there is the governance and documentation that let you, your clients or a regulator see how it works. Doing it yourselves is possible, and we will say so when that is the right answer. What we bring is knowing which processes to redesign, which to automate, and which to retire altogether.
Sometimes. It depends on what the data is and which version of the tool you use. We use a tiered routing framework: classify the data, classify the tool, and route only what the tier allows, with pseudonymisation where required. General-purpose chatbots sit at the most restricted tier. Most businesses that get this wrong never actually made a decision, and that is the real risk.
Made for businesses like yours.
Irish businesses in any sector. If your systems don't talk to each other, if your people spend their days on work that doesn't need them, or if you know AI could open something new but you can't risk getting it wrong, this was designed for you.
One more honest observation. The gap between businesses that deploy AI well and businesses that don't is already visible, and it compounds. Moving early is an advantage. Waiting is a decision too.
Currently booking assessments for October 2026.
Practical answers for Irish businesses using AI.
Deploy AI with confidence.
You don't have to book anything to get started. Pick whichever fits where you are right now.
About ten minutes, no cost. You get an instant report on where you stand across systems, governance, processes, and people. Bring it to your first call and the conversation starts two steps ahead.
Enough to know whether the assessment is right for you. If it isn't the right fit, we'll tell you. No commitment required.