About Axiom Graph

We built what we sell.

A Budapest-based practice turning published network-science research into auditable AI governance. We shipped inside enterprise, published the thesis, and wrote the code before we sold it as a service.

The people behind Axiom Graph

Imre Lóránt Dévai, Founder

Imre Lóránt Dévai

Founder, Axiom Graph

I've spent 10+ years in enterprise digital operations and 15+ years designing websites. I bridge technical teams and business stakeholders, translating between project managers, developers, and data scientists who rarely speak the same language.

I approach every problem with a network-centric view. Everything connects to everything, and those connections hold massive untapped value that most analyses overlook. My thesis work confirmed this: structure isn't just organization, it's signal. That insight became Axiom Graph.

"I don't believe AI should be mysterious. If we can't explain how a system makes decisions, we shouldn't deploy it. Transparency isn't a nice-to-have; it's the foundation of trust."
10+ years enterprise operations 15+ years web development Published AI governance research Full-stack AI delivery
Diána Gabriella Dévai, Co-founder

Diána Gabriella Dévai

Co-founder, Axiom Graph

I manage the business operations and growth strategy that keep Axiom Graph moving forward. With an economics degree and a management background, I handle finances, legal coordination, and compliance. The operational foundation that lets us serve clients without distraction.

Beyond day-to-day operations, I identify strategic growth channels: EU tenders, local enterprise programs, and partnership opportunities that align with our mission. While Imre focuses on technical delivery, I make sure the company is not only running smoothly but growing in the right direction.

"A strong company needs more than great technology. It needs someone finding the right doors to open. I keep the foundation solid and the growth pipeline full."
Economics degree Business development and tenders Financial and legal coordination Operations and growth strategy

How we work

Budapest HQ, EU data posture, global delivery

Data stays where it needs to

We are EU-registered, which matters when sensitive client data cannot leave the jurisdiction. Our delivery stack supports local crawlers, on-prem or EU-region inference, and European frontier models like Mistral when customers flag data-residency concerns.

Same stack, flexible posture

For US customers we run on the same tooling without the sovereignty constraints. The architecture is identical; the deployment posture flexes to match the compliance environment the client operates in.

Infrastructure, not legal advice

We deliver the technical governance layer your legal and compliance teams can point at when auditors arrive. What they conclude about your compliance posture is theirs to decide.

Go deeper

Read how we think, and how we tested it

Structural Signals

The blog series

Anonymized Fortune 500 websites, analyzed through the Five-Lens network science framework. Patterns, failure modes, and what the topology actually predicts.

Read the series

Research

The 2025 thesis

Network topology predicts a page's business function with 95% accuracy, outperforming text-only NLP models by more than 34 percentage points.

See the research

Let's talk

Questions about transparent AI governance? Curious how your digital architecture measures up? Start a conversation.