AI FOR OPERATIONAL DATA
Connect your operational reality to any AI.
Connect your device, sensor, and edge data to AI you can trust, turn it into answers you can audit, and build the apps, dashboards, and APIs on top. No rip-and-replace.
BUILD ALONGSIDE · EXISTING SYSTEMS UNTOUCHED
your PLCs, MES, and SCADA keep running exactly as they are
connect → crystallize → build · no rip-and-replace
YOUR REALITY
Your AI should work with your reality.
Industrial systems were built to report - SCADA, historians, dashboards you read. Fathym makes that operational data something your AI can answer from and act on.
These 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 deploys AI use-case by use-case - adding data pathways, analytics, and workflows without disrupting what already runs. No platform overhauls.
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
Live devices & protocols
OT gateways & historians
Simulators, databases & APIs
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.
Save a good answer once, and every teammate's AI can reuse it: in dashboards, APIs, or agents.
THE ARCHITECTURE UNDERNEATH
Why nothing breaks.
Composable by default
Infrastructure, APIs, agents, and workflows as 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.
fAI →Non-destructive deployment
Holonic architecture means every component runs independently or as part of a larger system. Upgrade, extend, or replace - nothing breaks.
Holonic →BUILDING FOR A REGULATED INDUSTRY?
OpenIndustrial is all of this, ready-made.
For manufacturing, labs, and regulated production, OpenIndustrial packages everything on this page into governed, ready-to-use solutions - quality, asset, and production management.
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"