Mission-Critical AI for Real Operations

I help organisations turn AI experiments into capability that works: clear governance, practical sequencing, measurable outcomes.

Services

Define where AI fits in your business: governance, risk controls, vendor choices, and internal capability.

Pick the initiatives that matter most, sequence them well, and avoid scattered pilots.

Move from concept to operational decision support in regulated or high-stakes environments.

Work with leadership teams to align AI investment with strategy and capital allocation.

AI should support strategy, not replace it.

Scale only when capability is in place.

Systems need to fit real workflows.

Build in risk controls, auditability, and oversight from day one.

Short engagements to define direction, assess readiness, and shape portfolio decisions.

Focused sessions for leadership or operational teams to align understanding and action.

Lead AI initiatives from concept to implementation, hiring and overseeing execution teams as needed.

Enterprise AI capability build within regulated financial analytics firm

GPU-accelerated Monte Carlo modernisation replacing legacy modelling stack

Multi-site production optimisation delivering €3.5M+ annual savings per plant

AI-enabled document analysis and decision support in confidential financial workflows

Mobility intelligence product for telecom and infrastructure clients

I have 15+ years delivering decision-critical systems in financial services and industry.

My background spans modelling, optimisation, enterprise AI architecture, and executive advisory.

I work at the intersection of business judgement and system design, translating technical work into practical economic outcomes.

Based in Ireland, working internationally.

If you're serious about putting AI into day-to-day operations, not just proofs of concept, let's talk.