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Accruent Predict: Refrigerant Management Software for Grocery Retailers

Predict refrigeration issues earlier, prioritize action more effectively and act with greater confidence. Accruent Predict helps grocery retailers uncover maintenance issues well before costly failures can occur. With ML/AI-powered, days-ahead forecasts and prioritized insights, your teams can act sooner, reduce reactive maintenance and make informed, confident decisions for every asset and location.

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Built for the complexity of enterprise grocery refrigeration

Built for the complexity of enterprise grocery refrigeration

Reliable predictive insights

Up to 30% reduction in direct maintenance expenses

Backed by Fortive, a global leader in industrial technology

Refrigeration failures shouldn’t dictate maintenance schedules

Leave alarm overload, fragmented data, reactive maintenance and limited confidence behind.

Grocery refrigeration maintenance can become a constant cycle of alarms, emergency repairs and competition priorities. But it’s time to spend less time reacting and more time planning. Accruent Predict transforms refrigeration and maintenance data into earlier, more actionable intelligence that can lead to confident decision making.

Earlier issue detection and intervention

Uncover developing refrigeration issues earlier so there’s more time to act before problems escalate into costly failures, downtime or inventory loss.

Smarter maintenance prioritization

Prioritize maintenance based on predicted equipment risk to focus resources where they matter most and reduce reliance on reactive repairs.

Connected asset intelligence

Combine refrigeration telemetry with maintenance history and workflows to create a more complete view of asset health and emerging issues.

More focused alarm management

Filter through alarm noise and surface higher-priority issues so more focus can be placed on what needs attention without critical warning signs getting lost.

Stronger predictive insight

Gain earlier insight into what may fail, when and why, with prioritized information that supports more confident maintenance decisions.

Predict Earlier. Prioritize Better. Act with Confidence.

Turn grocery refrigeration data into earlier, actionable maintenance insights.

Accruent Predict combines real-time refrigeration telemetry, historical work orders, technician notes and asset- and store-specific patterns to identify likely failures days in advance with high degree of confidence. Instead of adding another stream of alarms, Predict leverages contributing factor diagnostics to prioritize insights, so teams not only know what needs attention, but what to do next and why.

Days-ahead failure forecasting

Identify likely refrigeration failures 1-7 days earlier with machine learning that analyzes real-time telemetry alongside historical maintenance data and learned equipment and site patterns.

Key benefits:

  • Achieve high predictive accuracy in days-ahead failure predictions

  • Forecast likely equipment failures 1-7 days in advance

  • Understand predicted time to failure

  • Prioritize assets based on emerging risk

  • Plan maintenance before issues become emergencies

  • Support more proactive maintenance decisions

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Connected refrigeration and maintenance data

Combine refrigeration telemetry and CMMS data, giving predictive models a more complete view of equipment condition, maintenance history and operational context.

Key benefits:

  • Ingest real-time telemetry across compatible refrigeration equipment, regardless of manufacturer.

  • Connect historical work orders and technician notes

  • Synchronize work order creation and updates with CMMS workflows

  • Help prevent duplicate work orders

  • Maintain access to historical maintenance data

Asset- and store-specific intelligence

Go beyond static thresholds with machine learning that considers how equipment behaves within its operating environment, including asset- and store-specific patterns, site conditions and seasonal trends.

Key benefits:

  • Learn patterns specific to individual assets and stores

  • Account for site conditions and seasonal trends

  • Correlate telemetry with maintenance history

  • Identify patterns that may signal developing failures

  • Improve the context behind predictive insights

Predict Scale Types
Predict Insights

Clearer priorities and contributing-factor insights

Cut through alarm noise with prioritized predictive insights that help teams to understand the refrigeration issues that need attention as well as the factors that may be contributing to developing failures.

Key benefits:

  • Prioritize higher-impact refrigeration issues

  • Reduce alarm noise and manual triage

  • Understand factors contributing to predicted failures

  • Avoid unnecessary escalations

  • Focus teams on the issues that need attention first

Connected maintenance workflows

Connect predictive insights with maintenance workflows through bidirectional CMMS synchronization, turning earlier warnings into coordinated maintenance actions.

Key benefits:

  • Create and update work orders through connected workflows

  • Keep maintenance information synchronized

  • Access work order history and technician notes

  • Move more easily from predicted risk to planned maintenance

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Predict Scale Stores

Scalable, hardware-agnostic intelligence

Extend predictive refrigeration maintenance across store networks without getting locked in to a single hardware or maintenance system. Predict is built to work with compatible refrigeration controllers and CMMS solutions in complex, multi-site environments.

Key benefits:

  • Work across compatible refrigeration hardware

  • Integrate with Accruent and third-party CMMS solutions

  • Support existing refrigeration technology investments

  • Apply predictive intelligence across hundreds or thousands of stores

  • Create a more consistent approach to refrigeration maintenance across locations

Move from reactive maintenance to confident action, sooner

 

 Predictive intelligence protects refrigeration uptime, reduces maintenance costs and gives teams more time to respond.

 

Forecast 1-7 days ahead of failure

Up to 30% reduction in direct maintenance costs

Accruent Predict is a more effective predictive maintenance solution designed specifically for commercial refrigeration and developed with real-world refrigeration expertise. It was built to help grocery retailers spend less time reacting and make more informed decisions that drives better performance across equipment and locations.

Empowering grocery refrigeration teams with the insight needed to act

Give every team a clearer view of refrigeration performance, maintenance priorities and next steps.

Facilities and maintenance leaders

Get earlier visibility into refrigeration risk across stores, so it’s easier to prioritize maintenance, reduce reactive work and make more informed decisions about equipment and resources.

Refrigeration operations leaders

Protect uptime and asset performance with a clearer view of developing refrigeration issues, maintenance priorities and operational risk across your store network.

Bureau, help desk and desk engineers

Cut through alarm noise with prioritized insights and contributing-factor diagnostics that identify higher-impact issues and make faster, more confident escalation decisions.

Maintenance and reliability leaders

Use telemetry, maintenance history and predictive insights together to understand equipment risk, plan work earlier and support a more proactive maintenance strategy.

Connect predictive intelligence to your grocery refrigeration and maintenance ecosystem

To get the most out of predictive maintenance, equipment data and maintenance activity need to live within the same system. Accruent Predict brings this data together to support coordinated maintenance action while using the systems you already have in place.
  • Refrigeration and IoT connectivity: Leverage hardware-agnostic IoT ingestion to bring real-time telemetry from refrigeration controllers into a connected data foundation.
  • Connected maintenance workflows: Integrate with Accruent Maintain and other CMMS solutions through bi-directional synchronization to create and update work orders, prevent duplication and access maintenance history and technician notes.
  • Connected Accruent ecosystem: Extend existing Accruent refrigeration operations with Predict alongside Maintain for maintenance management and Sustain for refrigerant visibility, leak management and compliance.

Implement a proactive approach to refrigeration compliance

Equipment performance and refrigerant management are closely connected in grocery operations, with compliance depending on timely maintenance, accurate records and clear visibility. Accruent helps grocery retailers achieve faster response, stronger compliance and more consistent follow-through across locations.

  • Support EPA Section 608 requirements for refrigerant leak management, recordkeeping and reporting

  • Maintain visibility into refrigerant leaks, repairs and required follow-up actions

  • Track technician activity and maintain traceable maintenance and refrigerant records

  • Address evolving EPA and AIM Act requirements with consistent refrigerant management processes across locations

Get ahead of refrigeration failures before they become costly emergencies

Discover how Accruent Predict can turn refrigeration data into a proactive grocery maintenance strategy and approach.

FAQs: Grocery refrigerant management software

What is refrigerant management software?

Refrigerant management software is a purpose-built digital platform that tracks refrigerant inventory, logs service events, monitors leak rates, and maintains compliance records for refrigeration systems. For grocery retailers, it centralizes all refrigerant-related data across store locations so facilities and compliance teams can manage regulatory requirements, control costs, and reduce environmental impact from a single system rather than relying on spreadsheets or disconnected service records.

Why do grocery retailers need refrigerant management software?

Grocery retailers operate some of the most refrigerant-intensive environments in any industry. A single store can hold hundreds of pounds of refrigerant across dozens of refrigeration circuits, and managing that exposure manually across a portfolio of locations creates compounding risk. Refrigerant management software addresses the core pressures grocery retailers face:

  • Regulatory compliance: EPA Section 608 sets mandatory inspection schedules, repair timelines, and recordkeeping requirements that apply directly to commercial refrigeration equipment.

  • Refrigerant cost exposure: Leaking systems require frequent recharging, and refrigerant costs have risen as older refrigerant types are phased out under environmental regulations.

  • Energy waste: A system running below optimal charge draws more power to maintain target temperatures, increasing utility costs across every affected location.

  • Multi-site complexity: Managing inspection schedules, service records, and compliance documentation across dozens or hundreds of stores requires a structured system, not a shared spreadsheet.

  • Sustainability reporting: Grocery retailers with public emissions commitments need accurate data on refrigerant loss to quantify their environmental footprint and demonstrate progress.

What EPA regulations apply to refrigerant use in grocery stores?

Grocery retailers in the United States are subject to EPA Section 608 of the Clean Air Act, which regulates the handling, recovery, and recordkeeping of refrigerants used in commercial refrigeration equipment.

The core compliance requirements that apply to grocery store operations include:

  • Leak inspection frequency: Systems containing 50 or more pounds of regulated refrigerant must be inspected for leaks at least once a year. Systems with leak rates above the applicable threshold require quarterly inspections.

  • Repair timelines: Leaks that exceed the threshold rate must be repaired within 30 days. An extension to 120 days is available in limited circumstances with documentation.

  • Recordkeeping: All charge, recovery, and repair events must be documented and retained for a minimum of three years and made available for EPA inspection upon request.

  • Technician certification: All technicians who handle regulated refrigerants must hold EPA Section 608 certification.

  • Penalty exposure: Violations can result in civil penalties of up to $44,539 per day per violation.

Refrigerant management software automates the tracking and documentation these requirements demand, reducing the manual burden on facilities and environmental health and safety teams.

What are the real costs of unmanaged refrigerant leaks in a grocery store?

Unmanaged refrigerant leaks carry costs that extend well beyond the price of replacement refrigerant. For grocery retailers operating at scale, those costs compound quickly across locations:

  • Refrigerant replacement: Leaking systems require frequent recharging. As older high-GWP refrigerants are phased out, replacement costs increase and availability tightens.

  • Energy waste: A system operating below optimal charge works harder to maintain target temperatures, driving up energy consumption and utility costs at every affected location.

  • Equipment degradation: Chronic leaks accelerate wear on compressors and other system components, shortening equipment life and increasing capital replacement costs.

  • Regulatory fines: EPA violations can reach tens of thousands of dollars per day per violation, and failure to maintain adequate records is itself a violation independent of the underlying leak.

  • Food safety exposure: Systems that cannot maintain temperature put perishable inventory at risk, with potential consequences for product loss, customer safety, and brand reputation.

  • Sustainability impact: Refrigerant leaks from high global warming potential refrigerants contribute directly to greenhouse gas emissions, undermining environmental commitments and ESG reporting accuracy.

What data does refrigerant management software track?

Refrigerant management software captures the full range of data that compliance, operations, and sustainability teams need to manage refrigeration at the location and portfolio level:

  • Refrigerant inventory by type, quantity, and location

  • Service and charge events, including technician records and date of service

  • Leak inspection results and calculated annual leak rates by equipment and circuit

  • Equipment identifiers and refrigeration system details

  • Refrigerant recovery and disposal records

  • Compliance status and upcoming inspection or repair deadlines

  • Portfolio-level usage trends and leak rate benchmarks across locations

For grocery retailers managing multiple sites, this aggregated view makes it possible to identify which locations or equipment types are driving the most cost and compliance risk, and to prioritize accordingly.

How does refrigerant management software support sustainability goals for grocery retailers?

Refrigerant emissions represent a material and often underreported portion of a grocery retailer's total greenhouse gas footprint. Many high global warming potential refrigerants, when they leak, carry an environmental impact far exceeding that of equivalent volumes of carbon dioxide.

Refrigerant management software gives sustainability teams the data they need to measure and reduce that impact:

  • Emissions quantification: Track refrigerant loss by location and equipment to calculate the associated greenhouse gas emissions accurately.

  • Portfolio benchmarking: Compare leak rates across sites to identify outliers and set reduction targets grounded in actual performance data.

  • Progress tracking: Monitor improvement over time against internal reduction goals and external sustainability commitments.

  • Refrigerant transition support: For retailers moving to lower-GWP refrigerants, the software provides the inventory and service history needed to manage that transition systematically across every location.

  • Audit-ready documentation: Maintain the structured records that ESG reporting frameworks and external auditors require, without reconstructing data from service logs after the fact.

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