Real results from real shops.

Guides, case studies, and real-world results from manufacturers using Sense to increase utilization, reduce downtime, and catch failures before they happen.

BlogJun 17, 2026

The Hidden Cost of Broken Tools Is Bigger Than You Think

Tool breaks happen. The expensive part is everything that happens after: the ruined part, the lost setup time, the machine sitting idle, and the scramble to recover.

BlogJun 17, 2026

Lights-Out Manufacturing Without the Surprise Failures

Lights-out machining only works if the machine keeps running. When it faults overnight or on a weekend, a problem that would take minutes to fix during the day can cost dozens of production hours.

BlogJun 17, 2026

Your Machine Was Running 24/7, So Why The Low Output?

A machine can look busy all day and still miss the production targets. The lost time usually does not come from one big breakdown but many small leaks like short pauses, slow cycles, and issues nobody logs.

Case StudyApr 25, 2026

How Brighton NC Increased Machine Utilization by 10+ Percent in Just 21 Days

A third-generation family shop with decades of manufacturing history finally got the real-time visibility they'd wanted for years, and expanded 5x in three weeks.

Case StudyMar 9, 2026

How Sense Revealed Warning Signs Before a $50,000 Stamping Press Failure

A midwest HVAC manufacturer's fin press failed after a $50,000 rebuild, but the warning signs were in the data the whole time. Now they've expanded from 3 devices to 18.

Case StudyMar 16, 2026

How TFI Used Sense to Bring Visibility to an Old-School Machine Shop

A new owner at a 30-year-old Pittsburgh machine shop wanted data without disruption. Three months in, the shop runs weekly utilization reviews and is already planning to expand.

Documentation

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Documentation

Sense API Docs

Interactive API reference for the Sense platform (Bifrost). Explore endpoints, authentication, and request/response schemas.