Sovereignty by design. Governance by nature.
See how AI sees your organization – and your rivals
I provide AI Visibility advisory grounded in proprietary methodology, diagnostic intelligence, and ongoing international research. Not another software platform. Not another dashboard.
This is the layer between your organization and the AI systems interpreting it – where visibility, knowledge integrity, governance, sovereignty, and data residency become strategic concerns.
Our Offer For You
AI is becoming part of your organization’s knowledge, operations and decision-making. We help you understand how AI understands your website, how to govern your digital footprint, what AI can access, what your agents can do, where exposure and control gaps exist, and how to build the infrastructure to manage them. From initial assessment to continuous institutional intelligence, our engagements are built around the problems you have, not around the tools we have built. Explore more around our flagship offer:
01 – AI Exposure & Governance Assessment
02 – Enterprise AI Knowledge Control
03 – NovaX Institutional Deployment
Explore The Systems & Tools We Use
AI Visibility Inspector
An intelligence field scout that, with surgical precision, audits any page in real time across 100+ signals and returns an actionable AI Retrieval Index score.
NovaX AI Intelligence Operating System
Site-wide AI visibility intelligence. Monitor every page, track competitors, and build structural foundations that AI retrieval systems reward.
Knowledge Exposure Audit
The Knowledge Exposure Audit asks: if an AI agent or researcher legitimately crawled everything publicly accessible on this domain today, what confidential, proprietary, or strategically sensitive knowledge could it assemble? Find the answer here!
AI Assessment Center
Evaluate your organization’s enterprise AI capabilities, search visibility, and structural readiness using interactive diagnostics. Our AI Assessment Center provides instant, self-service evaluations to help enterprise leaders benchmark maturity, and mitigate risk.
G2V-3 – Beyond the Sandbox
Core question we want to answer with this experiment: Can a community of autonomous AI agents develop collective cognition through interaction, differentiated roles, shared memory, learning, disagreement, and coordination?
Agent Exposure Audit
Agent Exposure Audit is a governance instrument for checking what you actually gave your agent – before something else finds out for you. This tool exists to answer question: you built an agent – what did you actually give it?
AI Visibility Cost of Inaction Calculator
AI search is changing how customers discover, evaluate and reach organizations. AI Overviews, conversational search, retrieval systems and increasingly agentic journeys can influence the customer journey before a traditional search result is ever clicked.
For enterprises that depend on organic search, the question is no longer simply whether their content ranks. The more important question is what happens to the economics of that visibility as AI-mediated discovery grows.
Estimate how much organic revenue and profit your organization you leave on the table after AI-driven search has changed the way customers discover your business.
How It Works?
Three systems. One intelligence layer.
Research – Explore the intelligence behind the Frameworks
Independent research examining how organizations, industries, institutions, and information environments are becoming visible – or invisible – to intelligent systems. Research provides the evidence, patterns, and models behind the work.
AI Assessment Center – Assess your organization yourself.
Use purpose-built assessments to evaluate AI readiness, visibility, sovereignty, knowledge exposure, and organizational capability. Each assessment provides a structured framework for identifying gaps and understanding where attention is needed.
Advisory – Work directly with the expert.
Get expert strategic guidance for complex questions around AI visibility, knowledge architecture, retrieval systems, governance, and AI sovereignty for your organization. Advisory work turns frameworks, blueprints, researches and diagnostics into decisions, priorities, and action.
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Ready to understand what AI sees – and what to do about it?
AI systems are already interpreting your organization. I help you understand what they can retrieve, how they represent you, what knowledge you expose, and where strategic intervention matters most.
Recent Articles
When AI Gets It Wrong, Humans Make It Dangerous: Can AI Send You to Jail?
If an AI system produces false information about you, and a police officer, court, employer or another institution treats that information as evidence, who is responsible for what happens next? AI hallucinations can become real-world harm when human decisions and weak governance turn an unverified output into an authoritative claim or consequential action. And yes, AI has already contributed to wrongful arrests and months of detention, although the documented cases do not all involve the same technology or failure. I…
AI Misrepresentation Risk: When AI Describes Your Company Wrong
Somebody on your team typed your company name into ChatGPT, read the answer, and went quiet. That silence is AI misrepresentation risk (the chance that an AI system describes your organization in a way that is wrong, outdated or simply invented, while nobody inside the company is watching). And here is the one statement I want you to keep from this article: most AI misrepresentation is not the model lying, it is your company telling five slightly different stories and…
Building a Europe AI Can See: Ireland’s National AI Profile
This research is part of the Building A Europe AI Can See series, which also includes National AI profiles of Austria, Belgium, Croatia, Cyprus, Czechia, Denmark, Estonia, Finland, France, Germany, Greece, Hungary, Ireland. Read also Ireland Flagship companies research. Why Ireland, and Why Now The five audited institutions are the ones that speak for the Irish state to the public: the national portal for government services, the parliament, the data protection regulator, the health service and the statistics office. Each…
Building a Europe AI Can See: Hungary’s National AI Profile
This research is part of the Building A Europe AI Can See series, which also includes National AI profiles of Austria, Belgium, Croatia, Cyprus, Czechia, Denmark, Estonia, Finland, France, Germany, Greece, Hungary.Read also about Hungary Flagship companies. Why Hungary, and Why Now The five audited pages are the ones that speak for the Hungarian state: the government overview page, and the ministries of science and technology, economy and energy, justice, and education and children’s affairs. They sit on one platform,…
Building a Europe AI Can See: Greece’s National AI Profile
This research is part of the Building A Europe AI Can See series, which also includes National AI profiles of Austria, Belgium, Croatia, Cyprus, Czechia, Denmark, Estonia, Finland, France, Germany, Greece.Read also about Greece Flagship companies research. Why Greece, and Why Now The five audited institutions are the ones that speak for the Greek state: the national portal for public services, the ministry responsible for digital governance, and the ministries of education, health and finance. These are the pages an…
