Your entire organization.
Conscious. Navigable. Alive.
Business concepts connected to code, APIs, databases, and processes.
A living model you can walk through.
Inhabited by AI agents that reason, debate, and surface what no human could see alone.
Built for banking, pharma, automotive, insurance, defence, SaaS, and any domain with complexity worth understanding.
Coherence turns the
invisible to visible.
From business vocabulary to a navigable digital twin.
In three deterministic steps.
Humans define meaning
Your domain experts curate the business ontology. Every concept is deliberately defined, governed, and owned by humans. AI never invents your business model. You do.
Machines connect everything
Bidirectional HyDE linking maps your vocabulary to every technical asset automatically. Confidence-scored, auditable, traceable. Zero hallucination.
Together you see it all
Query in plain language. Navigate in 3D. Simulate any change before it happens. Humans and AI, each doing what they do best.
Why this exists
Every tool in the last decade
solved one piece.
Data catalogs indexed assets but never connected them to business meaning.
AI assistants generated answers but hallucinated without evidence.
Agent frameworks orchestrated tasks but never gave them a world to inhabit.
We studied every one of them.
We absorbed what worked. We fixed what failed.
We connected every breakthrough of the last decade
into one system.
The result is not a better version of any of these tools.
It is the thing that replaces them all.
The principle
AI does not define your business.
Your people do.
Three layers work together: manual curation by domain experts who own the business ontology. Deterministic processes that link, validate, and enforce with mathematical precision. AI automation that discovers patterns, traverses the graph, and surfaces what no human could find alone. Each layer does exactly what it is best at. Nothing is left to guesswork.
Current AI lacks the depth and creativity to define what a business actually is. That is why humans own the ontology. The machine connects, enriches, and reasons. But the meaning comes from the people who built the business.
Industry convergence
The industry is converging on this.
We are already here.
These are not endorsements. These are the voices shaping enterprise AI, describing the architecture we already built.
“The ontology is the secret weapon. Nothing else comes close.”
Alex Karp
CEO, Palantir
The $250B company built on ontology says it's the only thing that matters.
“In the future, every company will have two factories: one for what they build and another for AI.”
“Scaling is hindered not by the models themselves, but by fragmented data, poor metadata practices, and a lack of unified data platforms.”
“Preventing AI hallucinations requires a multi-faceted approach that combines RAG with rigorous data curation and continuous model improvement.”
“We would like to simulate the entire product completely in full fidelity completely digitally. Essentially what we call digital twins.”
Jensen Huang
CEO, NVIDIA
We build the digital twin of the organization itself.
“Humans give too much importance to language as the primary substrate of intelligence. Intelligence requires powerful world models.”
Yann LeCun
VP & Chief AI Scientist, Meta
The knowledge graph is the enterprise world model.
Everything connected.
Nothing fragmented.
A dashboard is a speedometer. You need a map.
Data catalogs that don't understand your code.
Analytics platforms that can't see your processes.
AI tools that hallucinate without grounding.
Coherence connects all of it into one living system
where every question has a traceable, evidence-backed answer.
Your entire operation.
One question away.
Ask anything about your business. The map reveals what matters: every dependency, every exposure, every single point of failure. Nothing hidden. Nothing assumed.
Compliance gaps don't live in spreadsheets anymore. They're traced to the exact asset that's drifting, the exact pipeline that's stale, the exact process that's out of policy. Auditors get a living, falsifiable proof, not a narrative someone assembled the night before.
Simulate before you act. Fork reality. Model a restructuring, a migration, a regulatory shift. See what your organization looks like on the other side. Before anything moves in production.
This is strategic intelligence that doesn't decay. It updates as your systems update. It knows what changed, when, and what downstream just became exposed. The map doesn't describe your organization. It is your organization, compressed into something a human can finally hold in their head.
The first enterprise
you can walk through.
Project any topic from your ontology into a self-organizing 3D world.
Rooted in ground truth. Connected to your live infrastructure.
Populated by AI agents that traverse, debate, and generate insights autonomously.
Early preview. Production 3D world assets in active development
What changes when you can see
Agentic Analytics
Ask in plain language. The Explorer connects to your live databases, queries them through your business ontology, and generates real-time dashboards with cited evidence.
See it for your world.
Explore how the digital twin works for your role, your industry, and your specific problem.
