Connect your operational realityto any AI.

Stream device, sensor, and edge data - Azure IoT Hub, IoT Edge, historians, OT gateways - into AI you can trust. Crystallize what matters into governed answers, and build IoT apps, dashboards, and APIs on the fAI workbench and the OpenX workshop. No rip-and-replace.

deno run -A "https://www.fathym.com/fai/install.deno"

Bring any AI via MCP

ClaudeCopilotGPTyour own models

Your AI should work with your reality.

Industrial and operational systems are too critical to replace and too rigid to extend. Every vendor wants you to bet on their AI, their data model, their roadmap.

Fathym takes a different approach: deploy AI use-case by use-case - adding data pathways, analytics, and workflows without disrupting what already runs. No platform overhauls. No rip-and-replace.

Build alongside critical systems - don't replace them.

Connect

Wire your devices and data to AI.

Every connection is backed by Azure IoT Hub and runs in your tenant, git-backed. Fire us, keep running - the connections, the queries, and the history stay yours.

Azure IoT Hub & IoT Edge

Device identities, edge modules, and bidirectional messaging - the backbone for streaming telemetry.

Live devices & protocols

MQTT, AMQP, and HTTPS - any Azure-supported protocol, straight from the field.

OT gateways & historians

HighByte, FBxEdge, and other OT gateways stream straight through; bring historian and SCADA data along.

Simulators, databases & APIs

A built-in telemetry simulator for development, plus databases and external APIs when you need them.

Crystallize & build

Turn telemetry into answers, then into apps.

Ask Azi in plain English. When a query is right, save it - it becomes a warm query: a named, team-reviewed source of truth that's automatically an API and an MCP tool.

One good answer becomes the answer every teammate's AI builds from - then feed it anywhere.

✓Dashboards - Power BI & Grafana
✓REST APIs & webhooks
✓MCP tools for Claude, Cursor, Copilot
✓Agents, alerts & monitoring

The architecture underneath

Why it holds.

⬡

Composable by default

EaC turns infrastructure, APIs, agents, and workflows into composable building blocks. Deploy capabilities incrementally - without touching existing systems.

↻

Intelligence that compounds

fAI captures operational patterns, decisions, and context over time. Every deployment feeds back in. Session 50 is smarter than session 1.

✓

Non-destructive deployment

Holonic architecture means every component runs independently or as part of a larger system. Upgrade, extend, or replace - nothing breaks.

Building for a regulated industry?

OpenIndustrial is the ready-made vertical.

For manufacturing, labs, and regulated production, OpenIndustrial packages this into governed solutions - quality, asset, and production management - built on exactly this stack.

See OpenIndustrial →

Start with fAI.Build your IoT story.

Install fAI in under a minute, connect your first device in OpenX, and ship governed answers your whole team can trust.

deno run -A "https://www.fathym.com/fai/install.deno"

Explore OpenX Get fAI