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Cleveland Hotel Reduces Annual Trash Hauls by 33% with DSQ Pioneer Compactor Monitor

A prominent hotel in Cleveland was operating its trash compactor on a fixed weekly schedule. This led to low-tonnage hauls, unnecessary service costs, and a lack of visibility into actual waste generation patterns. DSQ Pioneer solved the problem.

DSQ Case Studies
DSQ Pioneer
Cleveland Hotel Reduces Annual Trash Hauls by 33% with DSQ Pioneer Compactor Monitor
Published on
August 8, 2025
The Results
33%
Haul Reduction
28%
Average Pickup Weight

A prominent hotel in Cleveland was operating its trash compactor on a fixed weekly schedule, resulting in frequent pickups regardless of fullness. This led to low-tonnage hauls, unnecessary service costs, and a lack of visibility into actual waste generation patterns.

The Predictive Solution

The hotel partnered with DSQ to quickly install a DSQ Pioneer Compactor Monitor on-site. The system gathered data immediately, learning the compactor’s usage patterns and activating its predictive model. Within a few weeks, the trash monitor provided the hotel’s operations team with real-time insights into fullness levels, enabling a switch to a more efficient hauling strategy.

The Results

With data-driven decision-making powered by DSQ Pioneer’s compactor monitoring system, the hotel saw immediate improvements:

  • Haul Reduction: Hauls were reduced by 33%.
  • Efficiency Boost: The average weight per pickup increased by 28%, optimizing each truckload and reducing low-value trips.
  • Cost & Sustainability: Fewer hauls meant lower waste invoices and a reduction in GHG emissions, contributing to the hotel’s sustainability goals.

From Reactive to Predictive

The shift from scheduled hauling to on-call pickups demonstrated the tangible value of implementing a predictive compactor fullness monitor. The hotel improved operational efficiency and environmental performance by eliminating unnecessary service and relying on DSQ Pioneer’s predictive technology.

The DSQ Pioneer Advantage

The DSQ Pioneer Compactor Monitor offers:

  • Predictive hauling technology
  • Real-time data insights
  • Compactor fullness measurement
  • Proactive haul schedule

Whether in hospitality, industrial, or multifamily properties, DSQ Pioneer delivers results quickly—and without disruption to day-to-day operations.

Check out how the Pioneer Compactor Monitor works here.

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CEO, DSQ Technology
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Read Case Study
DSQ Pioneer

Cleveland Hotel Reduces Annual Trash Hauls by 33% with DSQ Pioneer Compactor Monitor

A prominent hotel in Cleveland was operating its trash compactor on a fixed weekly schedule. This led to low-tonnage hauls, unnecessary service costs, and a lack of visibility into actual waste generation patterns. DSQ Pioneer solved the problem.
Published on
August 8, 2025
Read Case Study
DSQ Pioneer

Montgomery Multi-Family Property Cuts Pickups by Over 50% and Detects Hidden Equipment Failure with DSQ Pioneer

A multi-family in Alabama was locked into a biweekly pickup schedule. Each haul averaged only four tons, meaning the property paid for ineffective pickups. This led to low efficiency and high waste management costs.
Published on
August 7, 2025
Read Case Study
DSQ Pioneer

Michigan Industrial Plant Projected to Save Over $40,000 Annually With DSQ Pioneer Compactor Monitor

An industrial plant in Lansing, Michigan, is on track to save over $40,000 annually after installing the DSQ Pioneer Compactor Monitor on a single compactor.
Published on
August 7, 2025

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