New AI Tool Assists Techs Who Manage Cooling Systems

EQUIPMENT INSIGHTS: The AI Insights Agents, an artificial intelligence tool for people who service and manage refrigeration and cooling equipment, is available in beta form from Axiom Cloud.
SAN JOSE, Calif. — AI Insights Agent, a conversational interface built directly into the Axiom Customer Web Portal, was launched recently by Axiom Cloud.
Now available in beta, the AI Insights Agent is designed for technicians in the field and multisite operators monitoring refrigeration and cooling equipment. The agent lets users generate custom charts of system data, compare trends across systems or facilities, diagnose and prioritize problems, and ask technical questions about operational anomalies using natural language.
The AI Insights Agent combines vast operational knowledge of refrigeration & HVAC systems, real-world operations, and available historical facilities data. Instead of navigating dashboards, reports, and multiple application screens, operators can simply ask a question and get the information they need in seconds, a press release from Axiom Cloud said.
Technicians and cooling system managers face increasing pressure to manage larger equipment portfolios, reduce energy costs, comply with evolving refrigerant regulations, and address labor shortages while systems generate more information than any team can effectively monitor, the press release said. That data is spread across multiple dashboards and workflows, making it time-consuming to find the information needed to make decisions.
The AI Insights Agent, coupled with the Axiom platform, streamlines that process. Instead of navigating multiple screens and reports, an operator can ask, for example, “Show me suction and discharge pressure for site ACME-2606 over the last 30 days,” and a chart appears instantly. Because the interaction is conversational, users can continue refining their analysis by adding data points, changing the time range, comparing sites, or zooming into a specific period. Any chart can be saved as an image for reporting, collaboration, or troubleshooting purposes.
The agent also provides a conversational interface to Axiom’s anomaly detection platform. Operators can quickly identify which sites require attention, uncover recurring issues across a portfolio, prioritize opportunities based on business impact, and generate action plans for field teams. Summaries and action lists can be exported for easy handoff between operations and field service teams.
AI Insights Agent is powered by Axiom’s proprietary refrigeration and HVAC intelligence platform, trained on more than 2,000 site-years of field data and more than 124,000 expert-labeled system anomalies across grocery stores and cold storage facilities. Unlike general-purpose AI assistants, the platform is built for cooling operations and understands the equipment, terminology, and workflows used by refrigeration and facilities teams. The technology is available exclusively within the Axiom Customer Web Portal, and customer data is handled in a secure manner.
“Refrigeration operators have more operational data than ever before, but finding the right information at the right time remains a challenge,” said Amrit Robbins, CEO of Axiom Cloud and one its co-founders. “The AI Insights Agent removes that friction. Whether a technician needs to diagnose a problem or a maintenance manager wants to figure out which anomalies deserve immediate attention, they can simply ask a question and receive an answer instantly. It puts the power of Axiom’s refrigeration and HVAC intelligence platform directly into the hands of every operator and technician.”
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