The industrial AI record
Signal archive
Daily Signals and the two runners-up from each edition, preserved with their analysis and sources. Explore the record from August 30, 2026 onward.
132 results · 44 Daily Signals · 88 runners-up
Clear filtersHoneywell pilots autonomous facility AI across six sites.
Honeywell introduced Forge Cognition, an agentic AI and simulation platform running in six named facility pilots with manual, semi-autonomous and autonomous operating modes.
NVIDIA accelerates chip-fab simulation and inspection.
NVIDIA introduced new accelerated libraries and disclosed adoption across chip design, equipment simulation, inspection and maintenance workflows at major semiconductor suppliers.
EACON puts retrofitted mine trucks into driverless production.
EACON adapted seven 90-tonne rigid dump trucks to its autonomous haulage system and moved the fleet into driverless, round-the-clock production at a coal mine in northern China.
Omron buys OnLogic to extend physical AI at the edge.
Omron agreed to acquire rugged-computing company OnLogic for $675 million, adding an industrial-PC layer to its strategy for manufacturing-site digital transformation and physical AI.
FERC approves PJM registry for large power loads.
Federal regulators accepted PJM's Large Load Registry but rejected its proposed interim service for connecting and curtailing new large loads, separating demand transparency from the contested operating framework.
Jabil and Adani outline Indian AI-hardware venture.
Jabil and Adani signed a non-binding framework for a 50:50 venture to manufacture AI and data-center equipment in India, spanning compute racks, networking, power and cooling.
Microsoft puts Maia inference silicon into production.
Microsoft says Maia 200 is now serving production workloads and will expand its custom inference platform to multi-gigawatt deployments beginning in 2027, with Maia 300 designed around a 167-kilowatt rack.
Flex factory-builds power and cooling for AI data centers.
Flex introduced factory-built Axiom AI Modules that integrate power, liquid cooling and high-density compute, extending an active prefabrication business supported by more than three million square feet of U.S. manufacturing capacity.
FAW-Volkswagen expands humanoid trials into factory logistics.
UBTECH and FAW-Volkswagen will develop and test humanoid robots for factory logistics, extending earlier Walker S Lite quality-inspection work connected to the Qingdao plant's automation controls.
ANYbotics turns robot inspections into plant operations.
ANYbotics has launched Shift as the operating layer for autonomous inspection fleets, connecting robot missions and sensor findings to plant context and maintenance workflows across more than 200 deployments.
NVIDIA facility gets a live infrastructure twin.
Jacobs will deploy a real-time data-center digital twin at a large NVIDIA research facility under a three-year software agreement, integrating engineering models, OT and live infrastructure data.
Third patrol robot tests repeat logistics demand.
An unnamed global logistics provider has ordered a third ROAMEO patrol robot after operating the first and scheduling a second deployment, offering a small but concrete test of repeat autonomous-equipment demand.
Siemens digital twin steers 100-megawatt hydrogen plant.
Galp will run a physics-based Siemens digital twin against live plant, grid and market data at a 100-megawatt renewable-hydrogen facility scheduled to start operating at year-end.
Mining joins Helm.ai’s physical-AI production track.
Helm.ai says its foundation-model stack is now on a production track for open-pit mining equipment, part of $70 million in signed commercial contracts across automotive and industrial customers.
Pharma consortium standardizes the CMC digital thread.
A cross-company consortium is turning pharmaceutical Chemistry, Manufacturing and Controls work into structured digital exchange after a year of proof-of-concept collaboration.
ExxonMobil expands rig-floor robotics from two systems to nine.
ExxonMobil will add seven H&P FlexRobotics systems after its first two deployments, bringing repetitive rig-floor automation to nine systems within 12 months.
Gideon commercializes end-to-end autonomous trailer handling.
Gideon's TREY forklift is commercially deployed to load and unload entire trailers, combining perception, autonomous charging, audit imagery and fleet telemetry.
Chef Robotics scales food automation through simulation.
Chef Robotics is integrating NVIDIA simulation and motion planning into food-manipulation robots already running across North America and Europe.
Google turns nuclear uprates into an 890-megawatt AI power plan.
Google and Constellation will upgrade 11 operating nuclear units to add 890 megawatts to PJM, converting a data-center power contract into new grid capacity.
Exotec ties warehouse robotics to a next-morning delivery promise.
First Supply’s 31-robot Skypod installation converts orders placed by 5 p.m. into next-morning deliveries from one centralized distribution center.
Tulip gives factory AI a governed operating record.
Tulip is placing factory apps, AI agents, automations, machine context and operator decisions on one governed record, aiming to make AI-generated shop-floor software auditable.
Schneider’s PTC bet redraws the industrial software stack.
Schneider Electric agreed to acquire PTC in an all-cash transaction with a $23.7 billion enterprise value, placing product-design and lifecycle data beside its process, energy and industrial-AI platforms.
Fuji turns server waste heat into data-center cooling.
Fuji Electric is commercializing a 250-kilowatt ejector cooling unit that uses server waste heat instead of an electric compressor, attacking one of AI infrastructure’s largest auxiliary loads.
A 90-megawatt campus waits on Britain’s grid.
Nscale’s planned 90-megawatt Loughton AI campus illustrates how grid connection timing—not GPU supply—can move a national compute project by years.
Shipyards turn robot deployment into a survival strategy.
Korean and Japanese shipbuilders are expanding production robotics as labor shortages and China’s 63% share of global ship orders turn smart-yard programs into an operating imperative.
Freight wagons gain in-motion AI inspection.
Project DRISHTI converts passing freight trains into digital inspection records, using high-speed cameras, controlled lighting and AI to flag open or partially secured wagon doors.
Permian gas processing moves 230 megawatts behind the meter.
Long-term contracts will place roughly 230 megawatts of generation beside Targa’s Permian gas-processing operations, with full deployment expected in early 2028.
BMW puts AI agents and 500 robots into battery production.
BMW’s new Bavarian battery plant has begun series production with every process step monitored inline, while in-house AI assistants and agents analyze operations alongside 500 robots.
Amazon’s Texas AI campus clears a contested water hurdle.
A groundwater district approved limited well use for Amazon’s nearly 3,000-acre Wharton County campus, advancing construction while leaving cooling-water permits and a potential 780-megawatt load unresolved.
Taylor ties data-center growth to closed-loop cooling.
Taylor, Texas, negotiated proposed operating conditions for a 664-acre data-center campus with on-site generation, using annexation to require reclaimed-water closed-loop cooling, noise limits and developer-funded infrastructure.