What’s the True Cost of Machine Downtime?

The continuous modernization of industrial processes is dizzying and exciting. All Systems Go is a show that intends to demystify the varying technologies—from UAVs and robotics to supply chain software and virtual reality sims—and how they will advance everything from logistics to manufacturing across the globe.

Senseye’s recently-launched report, “The True Cost of Downtime,” found that large facilities lose 27 hours a month to machine failures, on average, at the cost of $532,000 for each hour of unplanned downtime.

Total losses are estimated to total $3.3 million production hours, worth US$864 billion per year across Fortune Global 500 industrial companies.

The results were compiled from studies of 72 major multinational industrial and manufacturing companies.

Alexander Hill, Chief Global Strategist of Senseye, said that unplanned downtime is “the curse of the industrial sector.” When expensive production lines and machinery stop, organizations stop earning, and those investments start costing rather than making money.

The sector hardest hit is automotive, even after years of investment in automation and systems. Auto plants were found to lose, on average, 29 production hours a month at the cost of $1.3 million per hour.

Mining, metals and other heavy-industrial companies lose 23 hours/month, equating to 1.2 million hours a year across the sector. At $187,500/hour, this adds up to $225 billion annually.

Oil and gas producers suffer 32 hours of unplanned downtime each month, on average, at the cost of $220,000 per hour, amounting to $84 million per facility.

One of the big challenges manufacturers face is managing data, sorting the valuable wheat from the white noise of chaff, and using it to effect improvements.

Senseye can help clients and customers implement effective strategies and manage them to get unplanned machine downtime under control.

Check Out Previous Episodes of All Systems Go Here!

Follow us on social media for the latest updates in B2B!

Twitter – @MarketScale
Facebook – facebook.com/marketscale
LinkedIn – linkedin.com/company/marketscale

Follow us on social media for the latest updates in B2B!

Image

Latest

medicine
The Art of Recovery: Where Music and Medicine Meet in Patient Care
May 14, 2026

Healthcare today can feel overwhelming—not just for patients, but for the teams caring for them. After a major illness or injury, recovery isn’t handled by one doctor alone; it often involves a whole network of specialists, from physical therapists to nurses to social workers, all trying to help someone regain their independence and quality…

Read More
infant health
From Monitoring to Knowing: How Owlet Is Redefining Infant Health at Retail
May 14, 2026

Baby monitors have long promised parents the ability to see and hear their child from another room. But as connected health devices become more normalized in everyday life, from smartwatches to sleep trackers, parents are beginning to expect more than visibility. They want insight. For Owlet, that shift matters because its wearable monitors track…

Read More
SPD
Unlocking CensisAI²: The Metrics That Matter for Smarter SPD Decisions
May 13, 2026

Sterile processing departments are swimming in data, from workflow automation and supply data to patient outcome and quality metrics. But the real challenge is not collecting more information; it is knowing which metrics actually improve SPD performance, technician education, OR readiness and patient safety. For Censis, a leader in surgical asset management, the focus…

Read More
User-generated content
The New Rules of Discoverability: How User-Generated Content Is Reshaping Search, Trust, and Brand Visibility
May 12, 2026

User-generated content (UGC) is moving from marketing side dish to main course as large language models change how people discover brands, products, creators, and ideas. Customer reviews, forum posts, videos, and community conversations increasingly carry more influence than polished brand copy because they feel more specific, lived-in, and trustworthy. As AI systems learn from…

Read More