Data is fragmented
Data, documents, sensors, logs, applications, and human workflows each capture only fragments of reality.
Immersive Intelligence Platform
Building the Knowledge Fabric for Immersive Intelligence
Building the Knowledge Fabric for Immersive Intelligence.
AX Foundry connects knowledge, time, context, and action into a unified intelligence layer, enabling AI systems to understand, reason, predict, and act across complex environments.
Organizations do not suffer from a lack of data. They suffer from a lack of connected intelligence.
Data is abundant. Knowledge is fragmented. Intelligence emerges when knowledge, time, context, and action are connected.
The Problem
Systems record what happened. They do not understand why.
Decisions are manual
People and AI agents lack a shared layer that connects events, causes, context, and possible actions.
Generic AI is not enough
Generic AI can answer questions, but it cannot reason across knowledge, time, context, and action without a fabric.
What We Build
The intelligence layer for immersive intelligence.
Knowledge Fabric
Connect knowledge, time, context, and action into a unified intelligence fabric that enables reasoning across complex environments.
Immersive Intelligence Engine
AI agents reason over the Knowledge Fabric to explain what happened, predict what comes next, and recommend actions.
Trusted AI Infrastructure
Private, secure, and scalable infrastructure for mission-critical AI deployments where governance and data sovereignty are essential.
Toward Immersive Intelligence
Traditional AI answers questions. Immersive Intelligence understands environments.
By combining Knowledge Fabric, temporal reasoning, agentic AI, and trusted infrastructure, AX Foundry enables AI systems to continuously understand what happened, what is happening, and what should happen next.
Knowledge
Connect fragmented knowledge into a unified reasoning layer.
Time
Understand historical context, current state, and future outcomes.
Context
Ground AI agents in operational, user, and environmental context.
Action
Transform reasoning into decisions, recommendations, and autonomous workflows.
Connected Intelligence
From reporting to immersive reasoning.
Risk Prediction
Root Cause Intelligence
Resource Intelligence
Asset Intelligence
Performance Optimization
Network Intelligence
Operational Planning
Executive Intelligence
Applications
One intelligence fabric. Many complex environments.
Manufacturing
Defect prediction, production optimization, supply chain intelligence, and autonomous operations.
Defense
Mission intelligence, situational awareness, and decision support for complex environments.
Digital Twin
Unified reasoning across physical systems, simulations, assets, and operational history.
Personal AI
Persistent memory, context-aware assistants, and lifelong intelligence.
Robotics
Knowledge-driven autonomy for embodied AI systems that act in the real world.
Smart Cities
Urban intelligence, mobility optimization, infrastructure monitoring, and public-service reasoning.
Why AX Foundry
Built for immersive intelligence from day one.
Most AI platforms start with models. AX Foundry starts with knowledge, time, context, and action.
Our architecture combines Knowledge Fabric, agentic AI, LLM inference, RAG systems, and trusted AI infrastructure to build immersive intelligence systems that reason beyond static responses.
Leadership
Founder-market fit for immersive intelligence.
Youngjae Kim
Founder & Chief Executive Officer
Pioneer in Knowledge Graph-Augmented Agentic AI, Knowledge-Driven AI Systems, and Immersive Intelligence Infrastructure.
Ph.D. @ Penn State · ORNL (U.S. DOE) · Georgia Tech · SK hynix
Vision
The Next Intelligence Layer
Our journey begins with manufacturing, but the architecture is broader.
We believe immersive intelligence will become a foundational layer wherever knowledge, time, context, and action must work together.
What begins in manufacturing today can ultimately power defense, robotics, digital twins, personal AI systems, smart cities, and mission-critical environments.
Build With Us