We design, build, and deploy intelligent systems that integrate directly into your operations. No vapourware demos. No generic chatbots. Just measurable shifts in how your business performs, decided by data and shaped by domain expertise from our base in Cork, Ireland.
Request your catalyst report
Every engagement follows a structured arc designed to reduce risk and accelerate value. We move from discovery to deployment in iterative sprints, validating assumptions against real data at every gate.
We audit your existing data estate, identify high-value signals, and document the gaps. This phase produces a prioritised opportunity map — a living document that anchors every subsequent decision. We interview stakeholders across departments to capture tribal knowledge that rarely appears in spreadsheets.
Our engineers design the model architecture, select appropriate frameworks, and build a functional prototype within weeks. We favour modular designs that can evolve alongside your business rather than monolithic systems that resist change. Early user testing happens here, not after launch.
Models are trained on your proprietary data, stress-tested against edge cases, and validated by domain experts on your team. We publish transparent performance reports — precision, recall, fairness metrics — so you understand exactly what the system can and cannot do before it touches production.
We handle infrastructure provisioning, monitoring dashboards, and automated retraining pipelines. Post-launch, our team remains embedded for a transition period to ensure the system performs under real-world load. Quarterly reviews keep the model aligned with shifting business conditions.
Each capability area draws on deep research partnerships and production-grade engineering. We do not resell third-party APIs — every solution is purpose-built for your context.
Forecast demand, churn, equipment failure, or financial risk with models calibrated to your historical patterns. Our platforms integrate with existing BI tools and surface actionable alerts rather than passive reports, enabling front-line teams to act before problems materialise.
Extract structured data from invoices, contracts, medical records, and regulatory filings using custom-trained vision and language models. Our pipelines handle multi-language documents, handwritten annotations, and degraded scans with consistently high extraction accuracy.
Combine robotic process automation with adaptive AI to handle workflows that require judgement — approvals, triage, routing, quality inspection. Unlike rigid RPA scripts, our systems learn from exceptions and improve over time without manual rule updates.
Build domain-specific assistants that understand your terminology, comply with your policies, and escalate gracefully. We train retrieval-augmented generation systems grounded in your knowledge base, reducing hallucination rates to levels acceptable for regulated industries.
We design the pipelines, feature stores, and monitoring infrastructure that keep models healthy in production. From lakehouse architecture on cloud-native platforms to on-premise deployments behind air-gapped networks, we handle the full spectrum of operational complexity.
Detect defects on production lines, monitor safety compliance on construction sites, or classify satellite imagery at scale. Our vision models are optimised for edge deployment, running inference on compact hardware with latency measured in milliseconds rather than seconds.
We track every engagement against baseline metrics agreed before work begins. Here are anonymised results from recent projects across logistics, healthcare, and financial services.
Replaced a manual demand forecasting process with a gradient-boosted ensemble model trained on three years of shipment data, weather patterns, and promotional calendars.
37% reduction in overstockDeployed a natural language classification pipeline that routes incoming claims to the correct adjuster team within seconds, eliminating a two-day manual sorting backlog.
4.2 hours saved per adjuster dailyInstalled edge-deployed vision models on packaging lines to detect label misalignment, seal defects, and foreign objects at 120 units per minute.
98.6% defect catch rateBuilt a document intelligence system that extracts structured fields from referral letters, reducing manual data entry by clinical staff and freeing time for patient care.
12 minutes saved per referral83042 Kulas Cove, T12 R5CP Cork, Munster, Ireland
Phone: +353 21 658 7591
Email: [email protected]
After you submit the form, a senior engineer — not a sales representative — will respond within one business day. We will ask clarifying questions about your data landscape, current pain points, and success criteria before proposing any engagement structure.
