TALK TO YOUR FACTORY
Process & Hybrid Manufacturing,
Made Agentic
What if your factory could tell you what's about to go wrong?
Plan ahead while you sleep?
Catch quality issues before they leave the dock?
That's what we're building — on top of operations software our customers have run for 17 years. One of them grew 300% by removing the manual bottlenecks that limit scale.
Today, Eukodyne MFX is the 19-module operations platform that replaces spreadsheets, paper logs, and tribal knowledge across planning, execution, quality, inventory, logistics, and customer comms.
Tomorrow, the platform becomes agentic. Your team asks. The factory answers. AI reasons against 17 years of operational ground truth — supervised by your people, sovereign on-prem.
Three Layers, One Platform
The operational core that runs your plant today. The MCP-native API and data fabric we're building. The AI surface that reasons against both.
Industrial Data Fabric
Foundation in production · expanding
UNS broker, MQTT event streams, MCP server, REST API. The data layer everything else reaches into.
- HiveMQ/Mosquitto + GPU broker plugin (UNS)
- MCP server
- .NET 10 REST API tier
- Vector retrieval layer
Operational System of Record
In production since 2008
19-module MFX core spanning planning, execution, quality, inventory, logistics, and customer communications. Grown one module at a time, refined in production.
- 9 MES modules
- 3 TMS modules
- 1 LIMS module
- 5 Enterprise modules
- 2 Agentic AI modules
AI & Analytics Surface
In design
Planning copilot, quality copilot, agentic chatbot, embedded reasoning. Every surface backed by the MCP-native API and the data fabric below.
- Planning copilot
- SparkHub7 on-prem chatbot
- Grafana dashboards
- Embedded variance reasoning
Plan vs. Actual is Core to How MFX Runs
Every planning module is paired with an execution-capture surface — web + desktop today, web + web in build — so the system always knows the gap between what should happen and what did. That's also the foundation for the AI planning copilot we're building.
Our Software
Interactive walkthroughs for each core operational suite.
Explore All 19 Modules
MES, TMS, LIMS, Enterprise, and Agentic AI — the full platform organized into five suites.
See the PlatformThe AI-Native Build
What we're actively building on top of the 19-module operational core.
A Product Company With a Consultative Implementation Model
Manufacturers don't want another vendor — they want a partner who knows their plant. Eukodyne is a Gold Certified Ignition Integrator and a Tatsoft Vanguard Alliance partner. We don't just ship MFX — we install it the way a credentialed integrator would, embedded in your operation until the system sticks.
The platform is the asset. The integrator pedigree is what makes it land. That's also why we're building toward an integrator channel alongside the AI-Native build — so MFX can scale to verticals and regions we can't cover alone.
Cloud-Deployable on Microsoft Azure
The new API tier and AI services are designed to deploy on Azure for cloud customers. On-prem customers continue running MFX on their own infrastructure. One codebase, both deployment models.
Azure OpenAI
Copilots + agents
Azure App Service
.NET 10 API tier
Azure SQL MI
Database tier
Azure AI Search
Vector retrieval
Azure Container Apps
GPU broker services
Microsoft Entra ID
Per-agent identity
Removing the bottlenecks that limit scale.
A major customer's 300% growth came from replacing manual Excel-based workflows with the MFX operational core — turning fragmented data into a visible operation that scales with demand.
Ready to See What Runs Today?
Schedule a demo of the 19-module MFX platform — and we'll show you where each piece is heading.