From RAG pipelines and intelligent agents to full-stack AI applications — we design, build, and deploy production-grade AI systems for Irish and European enterprises.
Typical RAG architecture we build
What we build
We combine deep AI systems expertise with full-stack engineering to build products your team — and your customers — will actually use.
AI assistants for customer support, document summarisation tools, and internal knowledge chatbots — with real interfaces and robust backend systems.
We extract and clean your documents, convert them to embeddings, store them in vector databases, and build retrieval systems that feed accurate context into LLMs.
Agents that don't just generate text — they take actions. Support ticket processing, API-querying agents, and multi-step workflow automation across your tool stack.
Backend APIs, LLM integration, prompt engineering, vector databases, frontend dashboards, and cloud deployment — we own the full stack end to end.
We move fast. Daily prompt testing, continuous retrieval tuning, iterative agent behaviour updates, and frequent deploys — no long approval cycles.
GDPR-compliant by default. Secure data handling, audit logs, hallucination monitoring, and error tracking — especially critical for finance, healthcare, and enterprise clients.
How we work
Our process is built for speed and precision — typical engagements move from discovery to deployed product in under 12 weeks.
Discovery
Understand your data, use case, and technical constraints.
Architecture
Design the right AI system — RAG, agent, or full application.
Build & Iterate
Rapid development with daily prompt and retrieval testing.
Evaluate
Hallucination testing, accuracy benchmarks, security review.
Deploy & Monitor
Cloud deployment with observability and ongoing optimisation.
Technology
We work with best-in-class tools across the AI engineering landscape — and we choose the right tool for your use case, not ours.
LLM Providers
Orchestration
Vector Databases
Backend & APIs
Frontend
Cloud & Infrastructure
Security & Compliance
Small AI companies in Ireland serve real enterprises. That means security, privacy, and auditability aren't afterthoughts — they're baked in.
All systems are designed with data minimisation, consent management, and right-to-deletion in mind. We don't bolt GDPR on at the end.
Every AI decision can be traced. We build structured logs that capture inputs, context retrieved, outputs, and timestamps for full auditability.
Private documents stay private. We use isolated vector stores, encrypted pipelines, and role-based access controls throughout.
Production AI systems need guardrails. We monitor for hallucinations, retrieval failures, and edge cases — and alert before users notice.
Finance, healthcare, and enterprise clients have unique requirements. We've built compliant systems for regulated Irish industries.
As regulation evolves, we help clients understand their AI risk classifications and build toward EU AI Act compliance from the start.
IT Support & Consulting
Whether you're a shop owner, a tradesperson, or running a small office — we handle all the technology so you can focus on your business. No jargon, no call centres, just someone local who shows up.
New computers, laptops, or tablets — we set them up, configure them properly, and make sure everything works from day one. And we're there when something goes wrong.
Slow WiFi costs your business money. We design and install reliable networks for shops, offices, and premises — with separate guest networks and proper security baked in.
Email, calendars, file sharing, and video calls — set up properly for your team. We handle migration from old systems, train your staff, and manage licences on your behalf.
A fixed monthly fee covers unlimited remote support and regular on-site visits. Like having your own IT person — without the full-time salary. Ideal for businesses with 2–20 staff.
Move your files, backups, and systems off old servers and into the cloud — safely and without disruption to your business. Work from anywhere, on any device.
Printers that actually work. Scanners, card readers, screens, and any other device your business needs — sourced, set up, and connected to your network properly.
Cyber Security
Small businesses are the number one target for cyber attacks in Ireland — precisely because most don't have any protection in place. We make security straightforward and affordable.
Did you know?
43% of cyber attacks target small businesses.
Most have no plan in place when it happens.
We review your current setup — passwords, software, email, backups, and access controls — and give you a plain-English report on what needs fixing and in what order.
We attempt to break into your systems the way a real attacker would — then tell you exactly what we found and how to fix it, before someone with bad intentions finds it first.
Most breaches start with a staff member clicking the wrong link. We run practical, jargon-free training sessions for your team — in person or online — so they know what to watch out for.
We watch your systems around the clock — alerting you the moment something suspicious happens. Catch problems early, before they become expensive ones.
Tell us about your use case and we'll tell you how we'd build it — no jargon, no sales pitch, just an honest technical conversation.
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