Your AI can't think if your data can't speak
Ontos builds the missing foundation for enterprise AI: a living ontology that extracts meaning and business logic from your systems, documents, and tribal knowledge—giving AI the context to reason and act autonomously.
THE PROBLEM
The $49B problem nobody's talking about
Your ERP calls it a "customer." Your CRM calls it a "client." Your warehouse calls it an "account." Your AI calls it "confused."
But it's worse than that. Half your actual knowledge isn't in systems at all. It's in SOPs nobody reads. Contracts buried in SharePoint. Slack threads. The head of your best operator who's two years from retirement.
Integration vendors want to build you another point-to-point bridge. Consultants want to sell you another six-month discovery.
Neither fixes the actual problem.
The problem is semantic. Your business has no shared language.
From chaos to clarity
BEFORE ONTOS
Siloed systems, broken integrations,
knowledge trapped in documents
AFTER ONTOS
Unified knowledge graph, semantic connections,
AI-ready intelligence layer
THE SOLUTION
One layer. Total clarity.
Ontos builds your company's knowledge graph—a living map of what everything in your business actually means and how it connects. We extract structure from chaos.
Systems finally understand each other
Not through brittle integrations, but through shared meaning.
Unstructured knowledge becomes queryable
Decades of institutional expertise, finally accessible.
AI initiatives actually work
Because your models finally have context, not just data.
People stop translating
They start deciding.
WHAT WE EXTRACT FROM
Structure from everything
Systems
ERP, CRM, WMS, HRIS—we map the hidden ontology already embedded in your structured data. The real relationships your business runs on.
Documents
Contracts, SOPs, policies, technical specs. We extract entities, relationships, and rules from the PDFs gathering dust in your drives.
Tribal Knowledge
Process docs, training materials, Slack exports. The expertise that lives in people's heads, captured before it walks out the door.
All of it unified. All of it queryable. All of it ready for AI.
THE OUTCOME
What you get
This is infrastructure, not a project. It grows with you.
AI that actually understands your business—structured and unstructured
Institutional knowledge that survives turnover
Integrations that don't break when you change a field name
Onboarding that takes days instead of months
A foundation that compounds—every new system plugs into shared truth
WHY NOW
The AI window is closing
Your competitors are deploying AI. Most of it will fail—because they're building on sand.
The companies that win the next decade will be the ones who got their semantic foundation right first. The ones who turned thirty years of accumulated knowledge into something an AI can actually use.
Ontos is that foundation.
Ready to stop translating?
We work with mid-market companies doing $50M–$500M who are serious about AI but stuck in system chaos and scattered knowledge.
One conversation. No slide deck. Just clarity on whether this is your problem.
Schedule a Call