We Saw AI Chaos Everywhere
98% of companies had adopted AI. Almost none governed it. Developers used coding agents with no standards. Teams experimented with no oversight. There was no AI Operating Model. So we built one.
The Origin
David Marsa saw the same problem at company after company: AI tools everywhere, governance nowhere. Developers using coding agents but skipping tests. Teams experimenting with ChatGPT but producing inconsistent results. Managers with zero visibility into how AI was being used.
So he didn't just consult on the problem — he solved it internally first. Neomanex built its own AI Operating Model: 40+ AI agents, 21 enforced workflows, 8 MCP servers — all governed through a central AI Operations Hub. Every product, every process, every delivery runs through it.
Now we help other companies build theirs. Not with slide decks and recommendations — with working systems deployed in weeks.
What Makes Us Different
Three reasons companies choose Neomanex over traditional AI consulting and governance platforms
We Govern Operations, Not Models
Credo AI and IBM govern how AI models behave. We govern how people work with AI — enforced workflows, role-based access, company-wide standards. That's the governance gap most companies actually have.
Working Systems, Not Slide Decks
Traditional consultants spend months producing recommendations. We implement working AI Operating Models in weeks — real systems your team uses on day one, not documents that collect dust.
We Eat Our Own Cooking
40+ agents. 21 workflows. 8 MCP servers. Our own products run on the AI Operating Model we sell. We don't just advise — we operate what we build, every day.
The Founder
Photo: David Marsa
David Marsa is a pioneering expert in AI systems and operational AI governance. He doesn't just advise on AI transformation — he builds it. Neomanex's entire operation runs on the same AI Operating Model he implements for clients: AI agents handling delivery, enforced workflows governing quality, and human oversight at every critical decision point.
With deep expertise in AI agent architecture, Kubernetes infrastructure, and enterprise-scale automation, David architects AI-first organizations where success is driven by structured governance and continuous optimization — not individual heroics.
Core Expertise
The Headquarters
Located in Dublin's innovation district, at the heart of Europe's technology hub
Neomanex Headquarters
Dublin, Ireland
Address
51 Bracken Rd
Sandyford
Dublin, D18 CV48
Ireland
Strategic Location
Sandyford is Dublin's premier business and technology district, home to leading international technology companies and innovative startups. Our location provides easy access to Dublin's international airport and positions us at the center of Europe's thriving AI and tech community.
Ready to Implement Your AI Operating Model?
Start with a free Discovery Session — no commitment, just clarity. We'll assess where your AI usage stands today and map the path to AI-Governed operations.