Your enterprise has data. It has systems. What it's missing is the intelligence layer that connects it all, so you can finally unlock the value trapped in your systems.
"Every enterprise will become intelligent.
The question is who builds the foundation."
Most enterprises are digital, but not intelligent. Here's what's holding them back.
Your ERP doesn't talk to your WMS. Your CRM is a silo. Every change risks breaking something else. The architecture is a house of cards.
Terabytes of data, but no single source of truth. Different systems define "customer" differently. You have information, not knowledge.
You want to deploy AI, but it needs context to work. Without a unified understanding of your business, it's just autocomplete with extra steps.
Three ways we work with enterprises to build intelligence.
We think alongside your leadership. Transformation strategy, AI readiness, data architecture. We bring 20 years of enterprise pattern recognition to your toughest decisions. No slides. Honest answers.
We design and engineer the solution. Frameworks, products, your digital twin, built on proven patterns like LEAPED. We're looking for partners who want to shape what we're building. Early access. Real influence.
We deliver into production: on your stack, in your environment, with measurable outcomes. No handoff to a junior team. No 200-page report that gathers dust. Working systems. Real results.
The pilot phase is closed. This runs live: an ontology, a platform, and an agent, with one graph underneath.
The Ontology
Six universal primitives that can express any enterprise: Location, Entity, Asset, Product, Event, Document. The shared language above your systems.
The Platform
Grounded AI for every record. UDF.one reads every system you run into one field: WMS, ERP, EDI, spreadsheets, PDFs. Every answer comes with the evidence attached.
The Agent · inside UDF.one
The agent that speaks for your twin. It answers questions, drafts documents, runs flows. Every claim cited from the graph. Model-agnostic: bring any LLM.
This isn't a pivot into AI. It's the product of two decades building enterprise systems, from COBOL to cloud, from startups to global transformation programs. We've seen what breaks. We know what lasts.
Complex challenge. Production ambition. Partnership potential.
Whatever brings you here, let's talk.