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
Knowledge Exposure Audit: What AI Should Find About You, and What It Must Not
Your security team checks whether someone can break in, your SEO team begs AI systems to cite you, and nobody owns the question of what an AI can assemble about you from both. That gap is exactly what a knowledge exposure audit closes. The most important point of this whole article is simple: public is not the same as vulnerable, but a pile of harmless public facts can add up to something you would never publish on purpose. Knowledge exposure…
Everything You Need to Know About AI Governance
Your board asked whether the company “has AI governance,” and when you looked around the room, nobody agreed on what the question even meant. AI governance is the set of decision rights, policies, controls and evidence that decide who may do what with AI inside your organization, and who answers when it goes wrong. That is the whole thing. Frameworks, laws, committees and software are machinery that serves that one sentence. If you cannot say who approved a given AI…
Building a Europe AI Can See: Switzerland Top Companies Split by Freshness With No Grade B
This research is part of the Building a Europe AI Can See series, which also includes top-company analyses of Austria, Belgium, Croatia, Czechia, Cyprus, Denmark, Estonia, Finland, France, Germany, Greece, Hungary, Ireland, Norway, Sweden and the United Kingdom, the installment published immediately before this one.Read also the United Kingdom National AI Profile, the audit of the UK government’s own pages and the public-sector pair of that corporate analysis. Key Takeaways Methodology Each page was audited with the AI Visibility Inspector,…
Building a Europe AI Can See: Switzerland’s National AI Profile
Switzerland’s five audited pages average 52.6 on the AI Retrieval Index, fifth of the eight countries compared in this series so far. Sweden scored highest at 68.8, followed by the United Kingdom at 64.4, Norway at 58.0 and Hungary at 55.8. Switzerland is ahead of Ireland and Germany, both at 51.8, and Greece at 49.4. All five Swiss pages are graded D. This profile covers the English-language entry points of the Swiss federal government: the federal portal at admin.ch and…
Why Good SEO Content Still Fails in AI Search: Three Failures Your Rankings Hide
Your rankings look fine, the traffic report is acceptable, and then a buyer asks ChatGPT your exact question and it recommends three competitors you outrank. That is the whole problem in one sentence. Good SEO content wins a verdict on the page. AI search gives a verdict on a passage and on the entity behind it. Content built to pass the first test can fail the second one completely, and your rank tracker will never tell you. I wrote a…
