Industrial IoT
Connected factories, edge computing, and Industry 4.0.
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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.
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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.
For constant plant-floor process streams, a data historian is often a better fit than SQL Server or Oracle
Bill Schmidt explains why high-speed plant-floor streams are often a better fit for a data historian, and where SQL Server and Oracle still earn their keep.
CED: Specify holding brakes where gravity can move a servo axis
CED’s Nicholas Rodacz shows where spring-set holding brakes fit on servo axes, and why the decision belongs in the original motor spec.
Mapbox says Traffic 2.0 gets arrival times right on 98% of trips
At BUILD, Mapbox introduced Traffic 2.0, a Places API in public preview, and agent tools. The 98% ETA claim is what fleet teams can test first.
Telit Cinterion shows LTE-linked RTK GNSS demo; 1–2 cm in testing
At The Things Conference, Telit Cinterion's GNSS demo averaged 1-2 cm in testing using RTK corrections downloaded over a cellular connection.
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.
In-machine CNC fire suppression: Stat-X vs Firetrace
Modern Machine Shop documented a halon-free potassium aerosol for fires inside CNC enclosures; 2025 trade guidance adds mist extraction and dampers to the spec.
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.
Lockheed Martin and Xaba cite 10x gain in robot drilling accuracy with xCognition
Lockheed Martin and Xaba say xCognition improved robot drilling accuracy and consistency by 10x, based on a two-phase evaluation in an aerospace work cell.
Top Shops Conference set for Oct. 6-7, 2026 in Cleveland
Top Shops Conference is scheduled for Oct. 6-7, 2026 at the Huntington Convention Center in Cleveland, Ohio.
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.
Cognizant Pitches a 'Central Nervous System' for Factories
Cognizant Pitches a 'Central Nervous System' for Factories.
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
Natural language CAD automation is moving into production workflows, and voice-first wearables are a preview of how operators will trigger it
PTC’s new natural-language path to reusable CAD automation scripts points to a UI shift that voice-first AI wearables are already training users to expect.
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.
The Retrofit Advantage: B2B Renovation Strategies Powering Retail, Healthcare, Sports, IoT, Energy, ProAV, Engineering, and Construction
Innovation is no always a new build. In B2B, the fastest return often comes from upgrading existing facilities without pausing operations for months. Renovation and retrofit projects have become a core business lever because they influence measurable outcomes: energy consumption, staff productivity, customer throughput, uptime, safety, compliance, and lifecycle maintenance costs. Below is a B2B…
My Biggest Takeaway from NC State’s Bioprocessing Course
Hands-on immersion has become a defining advantage in modern biomanufacturing, and programs like NC State’s BTEC exemplify why experiential learning matters as much as technical knowledge. By stepping through a full upstream and downstream bioprocess in a simulated environment, the Benchmark team gained firsthand insight into the real-world pressures, decisions, and constraints their customers…
Powering a Texas Farm: Sol-Ark and Liniotech’s Solar Farm Energy Storage Partnership in Action
In the heart of Texas, where wide skies meet sprawling farmland, solar farm energy storage is quietly rewriting the rules of rural power. This particular installation showcases the synergy between Sol-Ark’s robust inverter technology and Liniotech’s high-capacity battery storage—proof that renewable energy is no longer just a supplement, but a cornerstone. The 100-kilowatt Liniotech…
Digital Transformation for Bank Branches
Indian banks are reimagining physical locations with AI and edge computing to meet evolving customer expectations in a rapidly digitizing market
Lamar IoT’s Cutting-Edge Tracking Tech Prevents Drugs & High-End Food Products from Perishing
Real-time condition monitoring prevents costly losses of temperature-sensitive pharmaceuticals and perishables across complex global supply chains
Smart City Technologies Rely on Edge Computing for Responsive Disaster Recovery
Real-time data processing at the network's edge enables cities to respond faster when disaster strikes
Drone Deliveries Face Cybersecurity Vulnerabilities. Advanced IoT Systems Are Both Their Risk and Their Defense.
Connected delivery systems require sophisticated IoT networks that simultaneously create security gaps and provide the tools to seal them
The UK Just Got an IoT Level-Up. Here’s Why the BT Partnership with AWS is Set to Improve Mission Critical IoT
Imagine a world where ultra-low latency applications, IoT technologies, and cloud computing work together seamlessly to create revolutionary solutions for businesses and communities. It’s the promise of the Industry 4.0 future, supported by advancements in 5G connectivity, cloud-based networks, and synergy between telcos and a decentralized ecosystem of smart buildings and devices. These synergies are…
Rugged Edge Computing for Tough Environments Follows Shift Away from the Cloud
At ISC West 2023, Premio showcases how Rugged Edge Computing can easily stand up to the toughest industrial workloads in the harshest environments without missing a beat. Many trends are shaping the modern security market with a strong focus on rugged hardware such as smart sensors. There is a shift away from the cloud…
Happy Thanksgiving from Deerland Probiotics & Enzymes!
Probiotic DE111®
Why Businesses are Making More Long-Term IoT Investments
The march toward Industry 4.0 continues, and it seems businesses are more comfortable with their role in this transformation than ever before. Increasingly utilizing IoT as part of their business plans, new research from Information Services Group (ISG) found that companies are not only rapidly revamping their IoT plans, but they’re “growing more ambitious” with…
OT Cybersecurity is Still a Black Hole for Facility Managers
A confident cybersecurity strategy for facility managers is still out of reach. Even though most facilities have a grasp on IT networks, a steady increase of IoT connections in commercial buildings is creating confusion and opacity in OT strategies. This increase in devices shows no signs of slowing, either; Statista forecasts new smart building…
Making the Connection Between 5G and IoT-Enabled Devices
It’s only natural with the expansion of 5G that an expected domino effect is following in its wake. All successful 5G deployments will need to interface with a growing array of IoT devices. And, to do that, 5G and IoT networks will need the right supporting technology to maximize data flow and operations. Dan…
From the archive
Custom Coaters Making More Revenue Due to IntelliFinishing System
Some custom coaters are experiencing a significant uptick in revenue thanks to the implementation of their IntelliFinishing systems. Equipped with high volume capacity and enhanced flexibility, the system allows coaters to undertake and efficiently manage larger contracts that were previously unatta
Can a Finishing System adapt to fluctuating labor availability?
Labor shortages have become a pressing issue across many sectors, including manufacturing, where the availability of skilled workers is increasingly precarious. As businesses strive to maintain productivity and efficiency, the adoption of automated solutions has proven to be a viable strategy to cou
IntelliFinishing Conveyorized Systems Scale and Expand
In today's industrial landscape, flexibility and scalability are essential attributes for manufacturing systems. As labor shortages continue to impact various sectors, companies are turning towards automation to maintain efficiency and productivity. Conveyorized finishing systems, like the one offer
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