Siemens has introduced a brand new edge-to-cloud integration with Databricks, the Information and AI firm, and lengthy‑time automation companion FFT Produktionssysteme (FFT).
Collectively, the companions will join manufacturing information on to enterprise AI – with out complicated IoT middleware. This can assist industrial prospects rework their manufacturing information into actionable insights and scale industrial AI throughout international operations.
With the brand new integration, prospects are in a position to stream contextualized shopfloor and plant information from Siemens Industrial Edge through the FFT DataBridge on to the Databricks Platform, the place it may be analyzed and used to coach AI fashions centrally for implementation throughout international manufacturing networks.
These fashions can then be deployed again to the sting for execution on the level of manufacturing. This method helps industrial firms optimize their operations, cut back prices and improve productiveness with low‑latency, information‑pushed resolution‑making. It lays the muse for bodily AI and future autonomous operations.
“Industrial AI solely delivers worth when information, context and execution come collectively,” mentioned Rainer Brehm, COO automation and CTO at Siemens Digital Industries. “With Databricks and FFT, we allow our prospects to scale industrial AI throughout factories and crops and make AI-powered manufacturing actual.”

Operationalizing industrial AI with seamless IT/OT integration
With Siemens Industrial Edge and Industrial Info Hub (integration layer for industrial information), prospects profit from a safe, scalable and low-maintenance edge platform designed to unlock siloed industrial information and execute clever functions near the manufacturing course of.
This contains superior native analytics, bodily AI and closed loop AI workflows that require low latency, excessive availability and strict safety compliance.
Databricks enhances this with superior analytics, machine studying and agentic AI for industrial information in a cloud agnostic, ruled surroundings with minimal infrastructure overhead.
This helps a variety of superior use circumstances, together with predictive upkeep, high quality optimization, vitality administration, provide chain optimization and agentic AI functions.
“By uniting Siemens’ industrial automation and edge experience with the Databricks Platform, we assist industrial firms shut the hole between industrial information and scalable enterprise affect throughout their industrial community,” mentioned Shiv Trisal, international industrials GTM chief at Databricks.
“This partnership is a foundational step in making human-agent collaboration a actuality for industrial operations.”
FFT DataBridge: Industrial‑grade information pipelines for adaptive manufacturing
FFT Produktionssysteme performs a key position in operationalizing the joint Siemens–Databricks structure. As a long-standing Siemens companion with deep shopfloor experience, FFT gives the DataBridge utility that securely and effectively connects Siemens Industrial Edge with the Databricks platform.
FFT DataBridge streams contextualized, AI-ready manufacturing information from the sting to the cloud, the place it may be mixed with extra IT and OT information sources.
“Along with our companions Databricks and Siemens, FFT DataBridge gives a easy, highly effective gateway to the cloud for greater than 30,000 potential prospects,” mentioned Volker Stark, COO at FFT Produktionssysteme.
“It is able to use and doesn’t require costly and time-intensive transformation of information. By natively bridging the hole between IT and OT, we eradicate the necessity for complicated IoT layers and considerably simplify industrial connectivity for purchasers of Databricks.”

