Production doesn't pause for IT problems. We deploy technology infrastructure that keeps pace with operations—predictive, resilient, and invisible until you need it.
Real-Time Floor Intelligence
Put actionable data in the hands of your operators. Our platform turns sensor feeds into insights your teams can act on—right where the work happens.
Automation That Adapts
Your robotics and production systems generate data constantly. We help you use it—predicting failures, optimizing throughput, and keeping lines running.
Maintenance Before Failure
Shift from reactive to predictive. Our platform identifies the patterns that precede equipment failure, dispatching techs before production stops.
Manufacturing technology
Market Insights for Manufacturing Technology
DOWNTIME COSTS
Siemens: "Two-thirds of industrial companies experience unplanned outages at least once per month—at an average cost of $125,000 per hour"
$1.4 Trillion
Lost annually to unplanned downtime globally
MAINTENANCE ECONOMICS
Siemens: "Downtime costs have risen 113% since 2019—far outpacing inflation. Reactive maintenance is no longer a viable strategy."
$2.3 Million
hourly cost of downtime in automotive manufacturing
OPERATIONAL IMPACT
Siemens: "Unplanned outages cost the world's 500 largest companies 11% of their annual revenue—and the problem is getting worse"
27 hrs
Lost monthly per facility to unplanned downtime
Manufacturing technology
Unplanned downtime doesn't just stop production. It stops everything.
Operations leaders, plant managers, and manufacturing executives face relentless pressure—maximize uptime, reduce costs, and squeeze more value from aging infrastructure. Here's how we answer the questions that matter
We have sensors everywhere but still get surprised by failures. What's missing?
Data without context is just noise. Most plants collect massive amounts of sensor data but lack the AI models to interpret it. Our Predictive Maintenance platform analyzes patterns across your critical assets—identifying the subtle anomalies that precede failure days or weeks before they happen. The difference between data and insight is whether you're reacting or preventing.
Our OT and IT systems don't talk to each other. How do you bridge that gap?
This is one of the most common challenges we solve. We integrate your PLCs, SCADA networks, and sensor infrastructure with enterprise systems through our partnership with Litmus and our own edge platform. The result: unified visibility from the plant floor to the executive dashboard, without ripping out what you already have.
We've been burned by technology projects that never made it past pilot. How is this different?
Because we don't do pilots—we do Proof of Value. Our 90-Day POV engagement focuses on your highest-risk assets and delivers measurable outcomes within one quarter. You see the reduction in unplanned downtime and the ROI math before committing to a broader rollout. No 18-month roadmaps, no death by PowerPoint.
Our maintenance team is already stretched thin. Does this add to their burden?
It reduces it. The platform automates anomaly detection and generates work orders directly in your existing workforce management system—dispatching techs with specific instructions before failures occur. Your team stops firefighting and starts doing planned, efficient maintenance. That's how clients see 25-35% reductions in reactive maintenance costs.
What about our legacy equipment? Some of these machines are decades old.
Age isn't the barrier—data access is. If your equipment has sensors or can be retrofitted with them, we can monitor it. Through our partnership with Phase IV, we can add wireless sensor capability to older assets that weren't built for connectivity. The goal is extending the productive life of your existing investment, not replacing it.
How do you handle cybersecurity concerns with IT/OT convergence?
Very seriously—because we've seen what happens when it's done wrong. Our edge platform is designed with security at the architecture level, not bolted on afterward. We work with your IT security team to ensure the deployment meets your specific requirements, and we maintain the air gaps and segmentation that protect critical OT systems from enterprise network vulnerabilities.
BGG helped us from construction blueprints to digital templates
— Malwina Juice
Chairman and Founding Advisor, Blue Grid Group
Manufacturing technology
We deploy the technology that keeps lines moving, experiences personalized, and operations invisible—so nothing competes with the moment.
.jpg)
.svg){kind=icon}
