See how it works
We prefer clarity over complexity. By mapping the network structure of your data, we make AI behavior visible. When you see the connections, you understand the output.
AI you can see through.
Map your website's hidden architecture. See what search engines and AI assistants really see. Every structure revealed. Every blind spot exposed.
What we believe
AI doesn't have to be a mystery. At Axiom Graph, we prefer interpretability over complexity and always look for the simplest solution that works. We build systems where every output can be traced, every decision can be audited, and humans stay in control.
AI that augments
The best decisions combine machine efficiency with human judgment. AI extends your team's capabilities without replacing them. Your experts make the calls.
Proven beats impressive
We rely on Network Science and mathematically proven foundations rather than the latest generative hype. Structure is predictable; hallucination is not.
Capability, not dependency
Partnership means more than delivering a solution. We transfer knowledge, train your team, and build systems your people can maintain. We start hands-on, then enable you to run without us.
Results over promises
We measure success by outcomes, not activities. Data-driven decisions. Validated methodologies. If we can't demonstrate the impact, we adjust the approach until we can.
Substance over buzzwords
No "AI-powered synergies." No magic. We use plain language to describe real capabilities. If a simpler solution works, we recommend it, even if it's less impressive on a slide deck.
Why this matters long-term
AI implementations fail when they're built on hype instead of fundamentals. We invest in understanding your specific context because sustainable results come from systems your organization can actually maintain, evolve, and trust, not from vendor lock-in or unnecessarily complex dependencies.
Digital MRI
See your company's digital nervous system
Detect structural breaks killing your SEO and LLM visibility
What's hiding in your website?
Large websites develop blind spots. Pages disconnect. Content drifts into silos. Our Digital MRI maps your entire site structure using network science, revealing hidden problems that hurt user experience and AI visibility.
✓ Map your entire digital presence
✓ Identify orphaned pages and broken connections
✓ See what search engines and AI assistants really see
✓ Build data-driven AI strategies on a solid structural foundation
What you walk away with
Diagnostic Report & Action Plan
Prioritized findings with clear next steps your team can act on immediately
Interactive Network Visualization
A live map of your site architecture to explore with your team
Walkthrough & Knowledge Transfer
We review findings together so your team understands the why, not just the what
For leaders driving digital strategy and operations
Based on your MRI findings, we can help optimize your content and implement governance solutions tailored to your specific needs.
How we work
We don't just deliver and disappear. We start hands-on, then gradually enable your team. Every engagement includes knowledge transfer, because partnership means building your capability, not your dependency.
1
Discover
We scan your entire digital presence using network science—every page, every link, every connection mapped and analyzed.
2
Diagnose
You receive your Digital MRI report plus an interactive visualization. See your site structure as it really is, not as it was planned.
3
Review
We walk through findings together and identify structural issues—orphaned pages, broken connections, content silos hurting your visibility.
4
Optimize
Based on the diagnosis, we prescribe targeted solutions. You decide what to fix first, and we can help implement the changes.
Research-backed methodology
✓
Predictive accuracy — Network position reliably predicts page business function
✓
Cold-start solutions — Effective results even with limited initial data
✓
Feature efficiency — Smart feature selection outperforms more data
Structure matters, and we know how to read it.
See the researchSee what your website is really showing AI
Get your Digital MRI and discover the hidden architecture of your site.
Request Your Digital MRIWho we are
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. In our world, 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 digital operations ✓ 15+ years web design & development ✓ Full-stack AI expertise ✓ Published AI governance research
Diána Gabriella Dévai
Co-founder, Axiom Graph
I handle the backoffice operations that keep Axiom Graph running smoothly. With an economics degree and management background, I manage the administrative side: coordinating with accountants, lawyers, and ensuring compliance.
Every business needs someone who keeps the gears turning behind the scenes. While Imre focuses on technical delivery, I make sure the company side is in order: finances, legal matters, and the operational foundation that lets us serve clients without distraction.
"Behind every technical breakthrough is someone making sure the lights stay on. I handle the paperwork, the compliance, the coordination, so Imre can focus on what he does best."
✓ Economics degree ✓ Backoffice operations ✓ Financial & legal coordination ✓ Administrative management
Let's talk
Questions about transparent AI governance? Curious how your digital architecture measures up? Start a conversation.
Email
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Axiom Graph