AI agent development for Irish businesses

Agent, chatbot or automation?

The three are often confused, and the wrong choice costs money. A chatbot answers questions. A workflow automation follows fixed steps. An agent decides which steps to take, which suits tasks where the path varies. Many jobs do not need an agent at all, and we say so early.

Read our agent vs chatbot comparison for a deeper look, and the AI agent cost guide for budget ranges.

A good first agent is boring. It handles a task your team dislikes, happens many times a week, and has a clear right answer that a colleague can check in seconds. Chasing late supplier confirmations, tagging inbound enquiries by urgency, or preparing a weekly summary from several spreadsheets all fit. Starting with a modest job builds trust and gives us real examples to tune against.

Designing safe agents

The risk with an agent is the authority it holds. We give it the smallest set of tools that finishes the job and put limits around each.

• Read-only access first. Write access is added one tool at a time, after testing.
• Spending, deleting and sending are gated. The agent drafts and a named person approves.
• Every action is logged with the input, the tool used and the result, so you can audit it.
• Test sets of real past cases, including awkward ones, with a score before launch and after each change.
• A stop switch and a fallback to a human queue when confidence is low.
• Protection against prompt injection, where text inside an email or web page tries to give the agent orders.

Our AI agent security checklist is the document we work from.

We also decide what the agent should say when it does not know. A clear refusal that hands the case to a person is better than a confident guess. We write those fallback messages with your staff, so they sound like your business.

GDPR and the EU AI Act in an Irish setting

An agent that reads email or CRM records processes personal data. The Data Protection Commission enforces GDPR in Ireland, so we map what data the agent sees, where it is processed and who the processors are. We choose model providers with EU processing options and data processing terms where available, and we avoid sending more data than the task needs. Where Irish data is accessed from India, we use standard contractual clauses and sample data wherever we can.

GDPR also limits decisions made solely by automated means that significantly affect people. For hiring, credit or similar choices, a human must be able to review and change the outcome. The EU AI Act classes some uses as high risk, such as certain employment and credit scoring systems, with obligations phased in over several years. Most back-office agents fall into lower tiers, though transparency duties can still apply, such as telling people they are dealing with an AI. Check classification with your solicitor, and see our Irish AI overview for the wider picture.

How a project runs

1. Pick one jobA single task with a clear owner, volume and success measure.
2. Map the toolsWhich systems the agent reads, which it writes to and what approval it needs.
3. Build and testA working agent on past cases, scored against what your staff did.
4. Pilot with supervisionLive use with every action reviewed, then limits relaxed step by step.

Typical Irish use cases include professional firms triaging client emails, distributors matching orders to stock, property managers logging maintenance requests, and online shops handling returns. Hosting can be in an EU region, including Dublin. Reviews are held in your morning, since India is 5.5 hours ahead of Ireland in winter and 4.5 hours ahead in summer.

After the pilot we review the logs together: where the agent was right, where staff overrode it, and how long each task now takes. That review decides whether to widen the agent's permissions, add a second task or stop. Not every pilot should grow, and an honest result is more useful than a hopeful one.

Price

Projects start at $1,500, with extra hours at $30. A single-task agent with two or three tools and a review step sits near the start. Several connected agents, voice, or sensitive data costs more. Model usage is billed by the provider to you, and we estimate the monthly figure in the quote. Our AI agent development service page lists what is included. Quotes are fixed and in US dollars.