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Technical guides, Edge Computing architecture tutorials and real strategies to modernize B2B factories.

What Is Physical AI and What It Still Needs to Reach the Plant Floor
Physical AI perceives, reasons and acts on the real world. What sets it apart from generative AI, why plants have data but no context, and what infrastructure a model needs to understand a factory without putting it at risk.

Agentic AI in Manufacturing: What It Is and 5 Real Use Cases
What sets an AI agent apart from a chatbot or classic automation, five plant-floor use cases (OEE, maintenance, quality, energy, inventory), the architecture that keeps them safe, and how to start without giving up control of the machine.

YOLOv8 for Industrial Defect Detection and Counting: A Practical Guide
What YOLOv8 is, which tasks it solves (detection, segmentation, pose), how to train it on images from your own line, how to deploy it at the edge and where it fails. With a real counting case on existing cameras.

How to Structure a Preventive Maintenance Program
A poorly designed preventive maintenance program causes almost as much downtime as having none at all. We break down the 5 components every program needs, and why the final step — closing the loop with real data — is the one almost nobody implements.

Best Predictive Maintenance Software 2026: CMMS vs Edge AI Compared
We compare the categories of predictive maintenance software available in 2026 — from cloud CMMS platforms to Reliability Centered Maintenance (RCM) architectures with Edge AI — and why latency matters more than you think.

Fracttal and Tractian Alternatives: Which One Fits Your Plant
Fracttal manages maintenance and Tractian monitors machine condition. What each one does, when it makes sense, and what to use if what doesn't add up is production.

MES Integrators (Mexico): Why Paying for Rockwell or Aveva Licenses is Destroying your ROI
If you're looking for integrators like MES Automation in Mexico, prepare for the hidden costs of 'Tag' licensing. We compare classic SCADA integrations vs iGromi's Open-Edge system.

Connecting Siemens PLC to the Cloud (AWS/Azure) vs Edge Computing
Discover the most efficient way to connect your Siemens S7-1200 or S7-1500 PLC to the cloud. We compare the hidden costs of AWS/Azure versus local Edge AI processing with iGromi OS.

Free OEE Calculation Excel Template (2026) + How to Use It
Looking to download a free OEE Excel template? We explain how to use it, but also why filling out spreadsheets by hand is making you lose money without you noticing.

Allen-Bradley 100-C09G200: Specs, Coil Voltage and What Replaces It
Complete specs for the 100-C09G200 contactor: coil voltage, contact configuration and equivalent models. Which parts replace it, its current lifecycle status, and how to tell when yours is about to fail before it stops the line.

How to Monitor an Allen-Bradley 100-C09G200 Contactor Before It Fails
A contactor gives no warning before it fails: it welds, it overheats, it stops the line. How to instrument the 100-C09G200 to catch contact wear before the shutdown, without rewiring the panel.

MES Software: How to Automate OEE Without Operators Typing It In
Discover the technical architecture of a modern MES Software, why managing OEE in Excel destroys your factory's profitability, and how IoT and Edge Computing are leading the industrial digital transformation in 2026.

Autonomous AI Agents: What They Are and What They Can Do in a Plant
What an autonomous AI agent is, the five levels of autonomy in a plant, and why it should never write to the PLC.

MQTT for Plant Engineers: The Modern Industrial Protocol
Leave heavyweight protocols behind. Learn why MQTT is the language of industrial IoT and how to deploy it between your PLCs and the cloud.
![Ransomware in the Plant: Anatomy of an OT Cyberattack (and How to Survive) [2026]](/images/blog/industrial-ransomware-screen.webp)
Ransomware in the Plant: Anatomy of an OT Cyberattack (and How to Survive) [2026]
Your HMI is red. The line is stopped. They demand 50 BTC. Discover how hackers enter industrial networks and the 5-step response plan.
![Automated Quality Control: Computer Vision Guide for Defect Detection [2026]](/images/blog/automated-visual-inspection-conveyor.webp)
Automated Quality Control: Computer Vision Guide for Defect Detection [2026]
Do your inspectors get tired? AI doesn't. Discover how to implement a Computer Vision system to detect defects at 1,000 ppm with 99.9% accuracy.

MQTT vs OPC UA: The Ultimate IIoT Protocol Guide
Is OPC UA the standard? Yes, the standard for crashing your network. Discover why MQTT + Sparkplug B is the true future of agile industrial integration.
![Industrial AI Hardware Guide: Which GPU Do I Need? [Excel Calculator]](/images/blog/ai-hardware-selection-guide.webp)
Industrial AI Hardware Guide: Which GPU Do I Need? [Excel Calculator]
Stop guessing if you need a Jetson Nano or an RTX 4090. Download our Hardware Calculator and size your Computer Vision project without overspending.
![Industrial Energy Savings: How IoT Detects 'Phantom Loads' [Free ISO 50001 Excel Template]](/images/landings/dashboard-iot.webp)
Industrial Energy Savings: How IoT Detects 'Phantom Loads' [Free ISO 50001 Excel Template]
Your electricity bill is an autopsy: it arrives when the victim is already dead. Discover how real-time monitoring detects night waste and lowers your bill by 15%. Includes ROI Calculator.
![Acoustic AI: How to Listen to Motor Faults Before They Vibrate [2026 Guide]](/images/blog/ia-acustica-predictivo.webp)
Acoustic AI: How to Listen to Motor Faults Before They Vibrate [2026 Guide]
Are your vibration sensors too expensive? Discover how Acoustic AI uses $5 USD microphones to detect damaged bearings weeks before catastrophic failure.
![Free Preventive Maintenance Plan Excel Template [2026] + Step-by-Step Guide](/images/blog/tpm-mantenimiento.webp)
Free Preventive Maintenance Plan Excel Template [2026] + Step-by-Step Guide
Download our Master Industrial Maintenance Template. Stop fighting with messy spreadsheets and start organizing your assets today.

Arduino Computer Vision: What It Can Do (and Where It Breaks)
How far an Arduino or ESP32-CAM really goes in computer vision: real setup, shutter and EMI limits, and when industrial hardware is worth it.

iGromi vs Ignition: Universal SCADA vs Specialized AI
Ignition is the world's best SCADA. But for Computer Vision and complex OEE, you need a specialized tool. Discover why integrating them (via MQTT) is the winning strategy.

Automatic Product Counting with Computer Vision: 2026 Guide
Still counting boxes by hand? Industrial computer vision reduces counting error; at Grupo Proa we measured 99% against manual counts. Technical implementation guide.

IoT Predictive Maintenance: Complete Guide for Electric Motors
Stop fixing when it breaks. With IoT vibration sensors, you can predict failures months in advance. Reduce unplanned downtime by 40%.

Industrial Edge Computing: What It Is, Use Cases and How to Implement It
Cloud is great, but not on the shop floor. Discover why Edge Computing is the standard for secure, fast, and latency-free manufacturing.

What Is OEE and How to Calculate It (+ Free Excel Template)
Calculate your OEE instantly. Download our free and customizable OEE Excel template. Optimize your production and eliminate inefficiencies.

iGromi vs Google Cloud Vision AI: Edge vs Cloud for Manufacturing 2026
Google Cloud Vision is incredible for ecommerce. But in manufacturing it has a problem: latency + cost per API call. Edge vs Cloud analysis.

iGromi vs OpenCV/YOLO Open Source: Plug-and-Play vs DIY 2026
OpenCV and YOLO are free and powerful. They also require months of development. When is DIY worth it vs a turnkey solution? Honest analysis.

iGromi vs Siemens MindSphere: IoT Edge vs Cloud Enterprise 2026
MindSphere is Siemens' IoT platform. Powerful but complex and expensive. When does the cost justify it? Edge vs Cloud technical comparison.

What Is Sparkplug B? The MQTT Standard Behind the Unified Namespace
Sparkplug B is the specification built on MQTT that adds structure and context to industrial data — the foundation of a real Unified Namespace architecture.

Stop Wiring Systems Point to Point: MQTT and the Unified Namespace
Stop wiring applications point to point. Build a single source of truth where every piece of plant data lives together in real time.

OPC UA vs Modbus: David and Goliath in 2025
Is Modbus still relevant after 40 years? We compare the simplicity of the serial protocol against the robustness and security of an OPC UA server.

Mastering Modbus: Industry's Immortal Grandfather
Why does a protocol from 1979 still run the plant floor? The definitive technical guide to Modbus RTU vs TCP, register mapping and physical troubleshooting.

CMMS Software for Manufacturing: How to Choose Beyond Excel
What to evaluate in CMMS software for manufacturing: work orders, asset history, sensor integration and data for predictive maintenance.

How to go Paperless on the Shop Floor (Guide 2026)
Stop wasting hours transcribing data to Excel. Discover the exact architecture to replace paper sheets with Edge AI and digital forms in your factory.

How to Connect a PLC to the Cloud without port forwarding
Discover the secure architecture to send data from local PLCs to the public cloud without exposing your OT network to ransomware attacks.

How to Make a Data Logger with Arduino (And why not to use it in Plant)
Learn step-by-step how to create a homemade Arduino data logger for sensors. Discover the dangers of bringing DIY hardware to a 24V industrial environment.

How to calculate industrial carbon footprint: Formulas and Tips
Technical guide for plant managers. Learn how to calculate your factory's carbon footprint (Scope 1, 2, and 3) and how to use IoT to automate this reporting.

The Impact of Downtime on Production Managers' Mental Health
Beyond financial losses, the stress of unscheduled failures destroys human teams. How predictive autonomy eliminates burn-out.

How Machine Vision is applied in manufacturing (YOLOv8)
Discover how modern factories use standard IP cameras and YOLOv8 models for quality control and piece counting without relying on expensive hardware.

Cognex In-Sight Alternative: Why closed hardware is your worst enemy
Discover how to replace $10,000 USD cameras with open Machine Vision (YOLOv8) using iGromi OS, eliminating Vendor Lock-in from your plant.

iGromi OS vs AWS IoT: Is your industrial AI really Zero-Trust?
Stop sending your data to the cloud. Discover how iGromi's in-plant processing eliminates variable AWS costs and protects your plant from Ransomware.

Edge Computing for Network Automation (OT/IT Guide)
Prevent industrial network collapse. Discover how Edge Computing acts as a smart filter to automate and protect telemetry before sending it to the cloud.

Motor Vibration Analysis: Predictive Maintenance with AI
Learn how vibration analysis with IoT sensors and Artificial Intelligence allows you to predict industrial motor failures weeks before they happen.

Industrial IoT Monitoring: Sensors, Dashboards, and Latency
Stop looking at the machine and start looking at the data. Discover the industrial IoT monitoring architecture that doesn't rely on slow clouds.

Industrial Plant Consulting: When do you need external help
Evaluate if your plant needs strategic consulting to implement Industry 4.0 or if you can scale using Plug & Play solutions like iGromi OS.

Tulip Interfaces Alternative: iGromi MES and 100% Offline Architecture
Discover why cloud dependency in Frontline Operations creates latency and production downtime, and how iGromi's local-first Edge AI solves it.

iGromi OS vs Litmus Edge: Hidden Cloud Costs vs Flat Subscription
Litmus presents itself as an Edge platform, but is it just an expensive bridge to Snowflake or AWS? We analyze the difference against iGromi's true Local AI.

HighByte Intelligence Hub vs iGromi Unified Namespace (UNS)
Should you buy DataOps software and source the hardware yourself, or choose an integrated ecosystem? The advantage of preconfigured Edge AI.

Top 10 MES Software and Automation Companies in Chile (2026)
We analyze the main integrators and industrial software providers (Fracttal, Lenix, ScadaLabs) in Chile and the new Edge AI trend.

Lean Manufacturing in Spanish: From the 7 Wastes to Edge AI
Learn the key concepts of Lean Manufacturing (5S, Jidoka, TPM) and how Industrial Artificial Intelligence is eliminating data waste.

Glossary of Industrial Terms: The 4.0 Dictionary
Master the language of Industry 4.0. Find the exact definitions of SCADA, MES, OEE, PLC, and Edge Computing in this industrial dictionary.
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