How to Choose an AI Vendor Without Getting Buried in Demos
The goal? Selecting a partner who improves the plant, not just the presentation.
Nov 17, 2025
George Munguia
How to Choose an AI Vendor Without Getting Buried in Demos
The goal? Selecting a partner who improves the plant, not just the presentation.
Nov 17, 2025
George Munguia
Why AI Projects Fail in Manufacturing (And the Simple Shift That Prevents It)
Get the tools to take the use of AI from an experiment into a repeatable operational advantage.
Nov 17, 2025
George Munguia
The KPI Stack: How Smart Plants Layer Metrics for Better Decisions
Smart plants track the right metrics at the right layers, each building on the one below.
Nov 17, 2025
George Munguia
How to Measure the ROI of AI When Benefits Aren’t Immediate
With the right approach, the results of AI can be measured way earlier than you think.
Nov 17, 2025
George Munguia
What Plant Leaders Get Wrong About AI Adoption (And How to Fix It)
Replace your misconceptions with strategies that produce real, measurable improvements on the floor.
Nov 17, 2025
George Munguia
A Playbook for Building a Digital-First Operations Team
A step-by-step path to build a digital-first operations function without adding bloated roles or creating IT bottlenecks.
Nov 17, 2025
George Munguia
Avoiding Pilot Purgatory: How to Scale Digital Improvements Beyond One Line
A practical framework for moving beyond pilot purgatory & scaling digital transformation across a factory or multi-site manufacturing portfolio.
Nov 17, 2025
George Munguia
The Most Cost-Effective AI Projects for Plants With Thin Margins
AI doesn’t need to be expensive to deliver ROI.
Nov 17, 2025
George Munguia
How to Validate an AI Use Case in Manufacturing in Under 30 Days
Plants want a fast way to prove whether an AI use case will produce real operational value. Here's one.
Nov 17, 2025
George Munguia
The 7-Stage AI Readiness Model for Mid-Sized Factories
Most mid-sized manufacturers want the benefits of AI, but many don’t know where they are on the journey or what comes next.
Nov 17, 2025
George Munguia
Why Dalton Manufacturers Are Looking Beyond Traditional ERPs for Faster, Leaner Operations
Do we really need a bigger ERP? Or something that finally connects the systems we already have?
Nov 15, 2025
George Munguia
The Hidden Downtime Fix Dalton Plants Are Using: Smarter, Connected Machines
Dalton, GA manufacturers are solving downtime without getting new machines.
Nov 15, 2025
George Munguia
Inside Huntsville’s Shift to Paperless Production: The Transition From Manual Logs to Instant Visibility
North Alabama manufacturers are finally seeing their operations in real time, without sacrificing the human side.
Nov 13, 2025
George Munguia
A Smarter Path to Uptime: Using Predictive Scheduling to Fix Problems Before They Stop the Line
Don’t blame technology or the schedule. Get a plan that lives in real time.
Nov 13, 2025
George Munguia
The Value of Data Visibility for Industrial Investors
Data visibility becoming one of the most valuable levers an industrial investor can pull. Here’s why.
Nov 13, 2025
George Munguia
The Role of AI in Reducing Scrap and Waste
Manufacturing plant fights the same invisible battle. Some are discovering a smarter way forward.
Nov 12, 2025
George Munguia
Turning Historical Data into Action with AI
AI uncovers hidden patterns in old logs to improve today’s operations.
Nov 11, 2025
George Munguia
Bridging the Gap Between Maintenance and Production Teams
Real-time insights help both teams align on priorities and fix issues faster.
Nov 11, 2025
George Munguia
How Real-Time Dashboards Boost Operator Accountability
When performance is visible, operators take ownership and react sooner.
Nov 11, 2025
George Munguia
AI Insights for Lean Manufacturing Teams
Smarter data helps lean teams find waste, improve flow, and reduce variation.
Nov 11, 2025
George Munguia
Why Chattanooga Is Becoming a Hub for Smart Manufacturing
Local innovation and tech adoption are turning Chattanooga into a regional leader.
Nov 11, 2025
George Munguia
How to Digitize Production Logs Without IT Overload
Deploy simple digital logs quickly—no heavy IT lift required.
Nov 10, 2025
George Munguia
Predictive Tools That Help Reduce Equipment Breakdowns
Spot early warning signs and prevent failures before they hit production.
Nov 10, 2025
George Munguia
Dashboards for Cross-Shift Collaboration
Give all shifts one shared view of plant performance for smoother handoffs.
Nov 10, 2025
George Munguia
Automating the First Hour: How AI Starts the Day Right
Start each shift with instant insights, ready tasks, and fewer surprises.
Nov 10, 2025
George Munguia
Why Paperless Systems Improve Safety Compliance
Digital workflows ensure procedures are followed and documented automatically.
Nov 10, 2025
George Munguia
Reducing Human Error in Manufacturing Data Collection
Digital tools eliminate mistakes that paper and manual entry can’t catch.
Nov 9, 2025
George Munguia
The ROI of Factory Connectivity
Connected machines deliver fast payback through fewer delays and clearer insights.
Nov 9, 2025
George Munguia
Building Smarter Supply Chains with Factory Data
Real-time production data strengthens planning, forecasting, and sourcing.
Nov 9, 2025
George Munguia
What a Fully Connected Plant Looks Like
A practical look at machines, teams, and data working together in real time.
Nov 9, 2025
George Munguia
AI-Powered Energy Monitoring in Industrial Facilities
Track energy usage live and uncover savings hidden in daily operations.
Nov 9, 2025
George Munguia
Automating Quality Control Reports with AI
AI compiles QC data instantly and reduces manual reporting.
Nov 8, 2025
George Munguia
How AI Scheduling Reduces Shift Conflicts
Smart schedules prevent overlap, gaps, and last-minute scrambles.
Nov 8, 2025
George Munguia
Digitizing Preventive Maintenance Schedules
Track PM tasks automatically and ensure nothing gets missed.
Nov 8, 2025
George Munguia
Factory Dashboards for Real-Time Production Insight
See every critical metric in one live, easy-to-use dashboard.
Nov 8, 2025
George Munguia
Using AI to Simplify Production Forecasting
Forecast needs more accurately with less manual effort.
Nov 8, 2025
George Munguia
Replacing Paper Travelers with Digital Production Tracking
Digital travelers give teams live status updates across the line.
Nov 7, 2025
George Munguia
Using AI to Unify Maintenance and Production Data
Connect both sides of the plant to fix problems faster.
Nov 7, 2025
George Munguia
How AI Automation Enhances Employee Retention in Manufacturing
Reduce turnover by eliminating tedious tasks and supporting operators.
Nov 7, 2025
George Munguia
How to Choose an AI Vendor Without Getting Buried in Demos
The goal? Selecting a partner who improves the plant, not just the presentation.
Nov 17, 2025
George Munguia
Why AI Projects Fail in Manufacturing (And the Simple Shift That Prevents It)
Get the tools to take the use of AI from an experiment into a repeatable operational advantage.
Nov 17, 2025
George Munguia
The KPI Stack: How Smart Plants Layer Metrics for Better Decisions
Smart plants track the right metrics at the right layers, each building on the one below.
Nov 17, 2025
George Munguia
How to Measure the ROI of AI When Benefits Aren’t Immediate
With the right approach, the results of AI can be measured way earlier than you think.
Nov 17, 2025
George Munguia
What Plant Leaders Get Wrong About AI Adoption (And How to Fix It)
Replace your misconceptions with strategies that produce real, measurable improvements on the floor.
Nov 17, 2025
George Munguia
A Playbook for Building a Digital-First Operations Team
A step-by-step path to build a digital-first operations function without adding bloated roles or creating IT bottlenecks.
Nov 17, 2025
George Munguia
Avoiding Pilot Purgatory: How to Scale Digital Improvements Beyond One Line
A practical framework for moving beyond pilot purgatory & scaling digital transformation across a factory or multi-site manufacturing portfolio.
Nov 17, 2025
George Munguia
The Most Cost-Effective AI Projects for Plants With Thin Margins
AI doesn’t need to be expensive to deliver ROI.
Nov 17, 2025
George Munguia
How to Validate an AI Use Case in Manufacturing in Under 30 Days
Plants want a fast way to prove whether an AI use case will produce real operational value. Here's one.
Nov 17, 2025
George Munguia
The 7-Stage AI Readiness Model for Mid-Sized Factories
Most mid-sized manufacturers want the benefits of AI, but many don’t know where they are on the journey or what comes next.
Nov 17, 2025
George Munguia
Why Dalton Manufacturers Are Looking Beyond Traditional ERPs for Faster, Leaner Operations
Do we really need a bigger ERP? Or something that finally connects the systems we already have?
Nov 15, 2025
George Munguia
The Hidden Downtime Fix Dalton Plants Are Using: Smarter, Connected Machines
Dalton, GA manufacturers are solving downtime without getting new machines.
Nov 15, 2025
George Munguia
Inside Huntsville’s Shift to Paperless Production: The Transition From Manual Logs to Instant Visibility
North Alabama manufacturers are finally seeing their operations in real time, without sacrificing the human side.
Nov 13, 2025
George Munguia
A Smarter Path to Uptime: Using Predictive Scheduling to Fix Problems Before They Stop the Line
Don’t blame technology or the schedule. Get a plan that lives in real time.
Nov 13, 2025
George Munguia
The Value of Data Visibility for Industrial Investors
Data visibility becoming one of the most valuable levers an industrial investor can pull. Here’s why.
Nov 13, 2025
George Munguia
The Role of AI in Reducing Scrap and Waste
Manufacturing plant fights the same invisible battle. Some are discovering a smarter way forward.
Nov 12, 2025
George Munguia
Turning Historical Data into Action with AI
AI uncovers hidden patterns in old logs to improve today’s operations.
Nov 11, 2025
George Munguia
Bridging the Gap Between Maintenance and Production Teams
Real-time insights help both teams align on priorities and fix issues faster.
Nov 11, 2025
George Munguia
How Real-Time Dashboards Boost Operator Accountability
When performance is visible, operators take ownership and react sooner.
Nov 11, 2025
George Munguia
AI Insights for Lean Manufacturing Teams
Smarter data helps lean teams find waste, improve flow, and reduce variation.
Nov 11, 2025
George Munguia
Why Chattanooga Is Becoming a Hub for Smart Manufacturing
Local innovation and tech adoption are turning Chattanooga into a regional leader.
Nov 11, 2025
George Munguia
How to Digitize Production Logs Without IT Overload
Deploy simple digital logs quickly—no heavy IT lift required.
Nov 10, 2025
George Munguia
Predictive Tools That Help Reduce Equipment Breakdowns
Spot early warning signs and prevent failures before they hit production.
Nov 10, 2025
George Munguia
Dashboards for Cross-Shift Collaboration
Give all shifts one shared view of plant performance for smoother handoffs.
Nov 10, 2025
George Munguia
Automating the First Hour: How AI Starts the Day Right
Start each shift with instant insights, ready tasks, and fewer surprises.
Nov 10, 2025
George Munguia
Why Paperless Systems Improve Safety Compliance
Digital workflows ensure procedures are followed and documented automatically.
Nov 10, 2025
George Munguia
How to Choose an AI Vendor Without Getting Buried in Demos
The goal? Selecting a partner who improves the plant, not just the presentation.
Nov 17, 2025
George Munguia
Why AI Projects Fail in Manufacturing (And the Simple Shift That Prevents It)
Get the tools to take the use of AI from an experiment into a repeatable operational advantage.
Nov 17, 2025
George Munguia
The KPI Stack: How Smart Plants Layer Metrics for Better Decisions
Smart plants track the right metrics at the right layers, each building on the one below.
Nov 17, 2025
George Munguia
How to Measure the ROI of AI When Benefits Aren’t Immediate
With the right approach, the results of AI can be measured way earlier than you think.
Nov 17, 2025
George Munguia
What Plant Leaders Get Wrong About AI Adoption (And How to Fix It)
Replace your misconceptions with strategies that produce real, measurable improvements on the floor.
Nov 17, 2025
George Munguia
A Playbook for Building a Digital-First Operations Team
A step-by-step path to build a digital-first operations function without adding bloated roles or creating IT bottlenecks.
Nov 17, 2025
George Munguia
Avoiding Pilot Purgatory: How to Scale Digital Improvements Beyond One Line
A practical framework for moving beyond pilot purgatory & scaling digital transformation across a factory or multi-site manufacturing portfolio.
Nov 17, 2025
George Munguia
The Most Cost-Effective AI Projects for Plants With Thin Margins
AI doesn’t need to be expensive to deliver ROI.
Nov 17, 2025
George Munguia
How to Validate an AI Use Case in Manufacturing in Under 30 Days
Plants want a fast way to prove whether an AI use case will produce real operational value. Here's one.
Nov 17, 2025
George Munguia
The 7-Stage AI Readiness Model for Mid-Sized Factories
Most mid-sized manufacturers want the benefits of AI, but many don’t know where they are on the journey or what comes next.
Nov 17, 2025
George Munguia
Why Dalton Manufacturers Are Looking Beyond Traditional ERPs for Faster, Leaner Operations
Do we really need a bigger ERP? Or something that finally connects the systems we already have?
Nov 15, 2025
George Munguia
The Hidden Downtime Fix Dalton Plants Are Using: Smarter, Connected Machines
Dalton, GA manufacturers are solving downtime without getting new machines.
Nov 15, 2025
George Munguia
Inside Huntsville’s Shift to Paperless Production: The Transition From Manual Logs to Instant Visibility
North Alabama manufacturers are finally seeing their operations in real time, without sacrificing the human side.
Nov 13, 2025
George Munguia