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Case Study

Root Cause Analysis for Facility Managers with EQ Sight

When every minute of downed equipment can cost millions – Having a tool to investigate root cause analysis data powered by an Agentic AI platform becomes hyper-critical for facility managers.

Energy Quotient logoElectrical Equipment Manufacturing · Software Technology
Energy Quotient case study

The Idea

EQ Sight will provide Facility Managers with X-Ray vision into equipment failures in real time, allowing them to perform root cause analysis and act with confidence in the field.

The Problem

Power Quality is a $200B growing problem. It underpins 7 out of 10 equipment failures of unknown cause. A tiny, minute-long power-outage can haunt production — a 30-minute outage at a Samsung Plant inflicted $43.32 million in losses.

Solution & Design Approach

  • Introduced EQ Sight, a next-generation UX and user interface product for their Agentic AI Platform to over 100 guests at San Francisco Tech Week.
  • Interviewed Facility Managers through a cold outreach LinkedIn Campaign to better understand their jobs to be done.
  • Designed and Shipped EQ Sight: A powerful root cause analysis tool built on an Agentic AI Platform for Facility Managers.
  • Built and self hosted a custom RAG LLM with 78 billion parameters for real-time data processing.

In Practice

Energy Quotient product detail
Energy Quotient product detail
Energy Quotient product detail
Energy Quotient product detail
Energy Quotient product detail
Energy Quotient product detail
Energy Quotient product detail

What We Learned

  • Interaction responses need to be quick, with detailed charts and graphs, and provide enough insights with recommended next steps.
  • Facility Managers need a way to export a PDF report that they can quickly share with Power Quality Engineers.
  • Every minute matters and can cost millions in down time, so the retrieval of data needs to be fast.

Results

6

Customer Pilots

30+

Investor Meetings

100+

Live Demo Attendees

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