TechEvolveAI is an AI-native product development agency based in Ireland. While traditional dev shops code everything manually (slow, expensive), we use AI-assisted development to build regulated systems 10x faster at 50% the cost—without cutting corners on governance. Founded by Kevin Murphy after a decade building production AI across Intel, AIB Bank, An Post, SSE, and ICON PLC, we're not consultants who write strategy decks—we're builders who ship code.
TechEvolveAI was founded by Kevin Murphy after a decade building production AI systems across regulated industries. We're not theorists who write research papers or consultants who sell strategy decks—we're builders who ship production code. Our approach combines AI-native development (vibe coding) for speed with enterprise-grade governance for compliance. This lets us deliver in weeks what traditional agencies take months to build, at half the cost.
What sets us apart is our ability to walk into any regulated industry—financial services, energy, pharmaceuticals—and quickly identify where AI creates real value, then build and ship it. We mine out processes, identify bottlenecks, and fix them either by implementing AI or redesigning the workflow entirely. Governance isn't a separate compliance exercise—it's built in as we go.
Our track record includes building production AI systems at An Post (1M+ users), deploying customer service AI at SSE Airtricity (50% query resolution), and ongoing confidential pharmaceutical AI work with ICON PLC. Before founding TechEvolveAI, Kevin spent 5 years at AIB Bank building PSD2-compliant digital banking platforms and 1 year at Intel in software engineering. We don't just talk about AI—we ship it.
Kevin is currently undertaking a Masters in AI Transformation, a co-funded European Union initiative, and was selected for the first cohort of non-fee-paying students—a significant achievement recognizing his expertise in the field. Our team includes an AI engineer specializing in cutting-edge implementations, and we scale resources as projects require, allowing us to handle multiple engagements simultaneously while maintaining quality and governance rigor.
Unlike traditional consultancies that stop at strategy decks, we build your entire product from discovery to production—with governance built in at every step.
1-2 weeks
We mine out your processes, identify bottlenecks, and map where AI creates real value. This isn't a generic workshop—we dig deep into your workflows and come out with a concrete roadmap.
2-3 weeks
Using AI-native development, we build a working prototype with core features in weeks. You'll have something real to test with users, not mockups or slide decks.
4-8 weeks
We build the full product with complete feature set, production infrastructure, and full governance compliance. This is where most agencies take 6 months—we do it in 2.
Ongoing
Post-launch, we monitor performance, add features, and keep your system compliant as regulations evolve. Optional but recommended for regulated industries.
Total: €75K-200K for full product
Compare to €500K+ for traditional agency builds that take 6-12 months
Production-first mindset: I'm not interested in endless pilots. I focus on moving AI to production with proper governance, audit trails, and measurable ROI. If it doesn't ship, it doesn't matter.
Compliance is a feature: Most people see regulatory requirements as obstacles. I see them as design constraints that make systems better. Governance, audit trails, and ethical AI aren't afterthoughts—they're built in from discovery.
Cross-industry transferability: Energy grids, pharmaceutical operations, and airline operations share fundamental requirements: 24/7 real-time operations, safety-critical decision-making, regulatory compliance, and measurable cost optimization. The domain changes, but the methodology stays consistent.
Continuous learning: I'm currently undertaking the Part-Time Masters in AI Transformation, a co-funded European Union initiative. I was accepted onto the first cohort of non-fee-paying students for the inaugural phase of the program, demonstrating my commitment to staying at the forefront of AI transformation methodologies.
Bridge role mastery: I can explain RAG architectures to engineers in the morning and regulatory compliance strategies to executives in the afternoon. This bridge role is what makes AI actually happen in complex organizations.