Industrial Ai

Schneider's $22.6 billion PTC deal is a bet on design data for industrial AI

Schneider Electric will pay $205 a share for PTC, betting that CAD and PLM data is the fuel industrial AI needs. Closing is expected by Q3 2027.

Matt Kelly says packaging automation pays back under two years

Matt Kelly and Joe Bradley say brownfield warehouses often miss packing until faster picking exposes the pack-out bottleneck.

Toyota estimates 1T yen/year for automation from 2028

Toyota told investors automation across its factories and major suppliers could cost about 1 trillion yen a year from 2028 and involve roughly 400,000 robots.

Flexxbotics updates platform controls; cites 125% capacity gain

At IMTS 2026, Flexxbotics announced the latest release of the Flexxbotics Platform.

Luxonis OAK 4 cameras run up to 52 TOPS of AI on board from $749

Luxonis's OAK 4 cameras run 52 TOPS of AI inference on the device with no host PC, priced from $749. Hub handles fleet updates and model drift.

IoT sensor market forecast to grow 37.6% a year to $549 billion by 2035

Global Market Insights puts IoT sensors at $24 billion in 2025 and $549 billion by 2035. Predictive maintenance and public infrastructure lead the drivers.

FFRA’s California film recycling pilots run through Nov. 30 to track warehouse wrap recovery

FFRA launched two California pilots using Rack n’ Pack systems to test commercial film collection via 1-800-GOT-JUNK? routes and Shorr Packaging’s warehouse

Industry voices flag data labeling and AI relabeling as plant-floor hurdles

Recent industry Q&As and interviews highlight data labeling, timing gaps and edge hardware as themes in plant-floor AI discussions through 2026.

Aligned plans Ohio AI campus next to retired Conesville power plant, with first capacity targeted mid-2026

Aligned Data Centers plans a 197-acre Ohio campus next to the former AEP Conesville Power Plant, with initial capacity targeted for mid-2026, according to a Jul

A Micro LED chipmaker just raised nearly 100 million RMB, and lighting specs are getting stricter

VIJO’s new funding highlights a shift: buyers are moving from “LED equals LED” to driver design, thermal headroom, and controls integration.

Construction robots are starting to roll out like software, and Caterpillar knows the drill

Caterpillar is porting lessons from autonomous mining into AI rollout, as Gravis raises $200M and Starlink-style LEO links reshape remote ops.

Grounds-care contractors are buying for uptime, not horsepower

Contractors’ 2027 wish list is telematics, batteries, and automation, as “physical AI” moves from factory demos into field equipment.

Augury’s first appearance in Gartner’s APM Market Guide signals that plant AI is moving toward agent-led automation

Augury’s inclusion in Gartner’s 2026 APM Market Guide and Gartner’s July view of AI-enabled automation point to a new buying pattern: agent orchestration as an

Industrial Defender and Fortress cut "which machines does this flaw hit" from weeks to minutes

Industrial Defender and Fortress integrated OT asset intelligence with AI-driven vulnerability correlation, aiming to rank what’s affected in minutes for critic

Why Reshoring Is Quietly Reshaping Who Buys Packaging Equipment

Reshoring's headline is jobs. The quieter story is a whole new category of packaging equipment buyer — building a line from scratch, making a seven-figure decision, and shopping on trust because they have no other way to shop.

Emerson, FOBA, and Mitsubishi Electric signal a new wave of purpose-built industrial AI deployments

Three major manufacturers are embedding AI directly into automation hardware, from fault-detecting software agents to laser workstations and US-made IT cooling

IntelliFinishing Systems Adapt Better When Labor is Short

Labor availability has become one of the most persistent operational challenges across manufacturing. Recruiting skilled workers, particularly in specialized roles like painting and finishing, is difficult in most markets. For facilities running traditional finishing lines, a single absent employee

Vention and FANUC America unify industrial and collaborative robots on a single AI platform

Vention and FANUC America have integrated FANUC's full robot portfolio into Vention's AI-driven platform, letting manufacturers design, simulate, and deploy aut

AI safety agents hit zero misses in first industrial trials as automation sector accelerates

Industrial AI safety deployments achieve a perfect recommendation capture rate in early trials, while automation launches and leadership moves signal a sector i

How Eddie Kohler Manages 900+ Coating Recipes

For custom coaters and some OEM manufacturers, finishing recipe flexibility is not a luxury. It is a core operational requirement. Managing a wide range of part numbers, substrates, and customer specifications means that coating systems must be configurable enough to handle significant variation whi

What is a friction driven conveyor used in finishing?

In finishing environments, conveyor selection has a direct impact on cleanliness, noise levels, maintenance costs, and overall operational efficiency. One technology that draws consistent attention from facility managers and finishing professionals is the friction-driven conveyor, a system built aro

Industrial automation's mid-2026 moment: AI picking, superhumanoids, and the safety certification push

From AI-based grippers to ISO 27001-certified robot makers, industrial automation's summer 2026 wave carries concrete operational implications.

Agentic automation hits enterprise scale: Automation Anywhere, Yaskawa, and KUKA signal a new operating model for industrial AI

From billion-request IT service desks to robots that write their own work orders, agentic AI is moving from pilot to production across manufacturing and operati

AI kaizens, agentic systems, and pricing pressure: what manufacturers are actually doing with industrial AI in 2026

From TE Connectivity's AI vision gains to outcome-based pricing debates, industrial AI is moving from pilot to operational reality across the plant floor.

Most mid-sized manufacturers are stuck in AI pilot purgatory, Kaufman Rossin research finds

73% of manufacturing companies remain in AI testing phases, and not one has reached full operational deployment, per Kaufman Rossin research.

ABB Robotics launches AI-powered visual platform as manufacturers push physical AI and data governance to the front of the automation agenda

ABB Robotics' new AI visual platform, physical AI for mid-market plants, and a data-governance push are converging into a practical 2026 automation agenda.

Technology in manufacturing: the operational trends shaping factory floors in mid-2026

From physical AI to an 80% automation gap, here are the manufacturing technology shifts ops leaders need to act on right now.

73% of mid-market manufacturers are still testing AI, with zero at full deployment

New Kaufman Rossin survey data reveals most mid-market manufacturers are stuck in AI experimentation, held back by siloed data and legacy ERP systems.

Global M&A hits record $2.8 trillion in H1 2026 as industrial manufacturing deal value climbs 28% to $173 billion

Global deal value hit a record $2.8 trillion in H1 2026, up 48% year-on-year, as AI infrastructure, grid modernization, and defense reshape who buys what.

Automate 2026 sets records with 50,000 registrants as humanoid robots and industrial AI take center stage

Automate 2026 drew 50,000+ registrants and 1,230 exhibitors to Chicago, marking the largest edition in the show's history.