Industrial IoT
Connected factories, edge computing, and Industry 4.0.
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62% of summit respondents pick training and digital work instructions
Lincoln International's summit polling shows manufacturers are funding workforce readiness first, and judging AI tools on downtime and labor productivity.
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ODVA's CIP Security spec earns IEC 62443 Security Level 3 certification
TÜV Rheinland certified CIP Security to IEC 62443-4-2 SL-C 3. Here's what that means for EtherNet/IP device makers and the engineers who buy from them.
Nvidia puts a Vera Rubin AI factory in a shipping container and says it can go live in 14 days
DSX POD is a reference design for partners to build, cable, cool and test complete AI factory blocks in modular containers before they leave the factory. Nvidia says deployment at a prepared site falls from about six months to as little as two weeks. The site still has to supply power, water and a network.
A digital twin without real-time data is only a 3D model
Premio’s Annie Yang explains how edge computers connect, process, accelerate and operate the live-data loop behind an operational digital twin.
A 3.5% utilities jump led September's rise in US industrial output
Utilities output jumped 3.5% in September while factories added 0.3%. Factory output is still below its 2017 level, and plants run at 75.9% of capacity.
Rugged computers grow 5.8% a year, slower than the industrial IoT around them
IndexBox puts rugged computers at $6.8B in 2026, reaching $11.3B by 2035. Industrial IoT forecasts grow faster, and that gap shapes the next device spec.
Case picking automation fails when nobody schedules the human
Vecna explains why AMRs alone stall at case picking and how CaseFlow schedules workers, handles exceptions and keeps robots from piling up in one aisle.
A3's final mobile robot safety standard is written for the sites running the robots
A3's R15.08 Part 3 completes the mobile robot safety series and sets out what user sites are expected to keep doing after their robots go live.
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 CAD and PLM data can help power industrial AI. 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.
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.
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
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.
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
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