AI for ENERGY Case Study

Top Energy Corporation Revolutionizes Maintenance Support

$6.7M

annual ROI

14,500+

technical documents ingested
WORLD-LEADING
Energy Corporation

Learn how a leading energy corporation uses Pryon RAG Suite to swiftly deliver critical information to nuclear engineers, reducing outage times and
driving faster issue resolution.

Industry

Energy

use case

Reduce outage turnaround times, accelerate issue
resolution, and optimize maintenance support with Pryon RAG Suite

Problem

Manual search processes prolonged maintenance outages and delayed issue resolution

This leading energy corporation powers millions of homes and businesses
worldwide. The company needed more efficient maintenance processes
to ensure uninterrupted service for its vast customer base. However, during
planned and unplanned maintenance outages, the team faced challenges
due to low search efficiency. Manually sifting through complex technical
documents was slow and ineffective, delaying issue resolution and
prolonging outages.

Attempts to develop an in-house outage and maintenance services solution
did not deliver the desired results. Despite years of investment in time and
resources, the company was unable to build and scale a system capable of
effectively ingesting and retrieving information from its extensive
library of technical manuals and engineering documents.

These challenges not only impeded operational efficiency but also impacted the corporation's bottom line, highlighting the urgent need for an innovative solution.

ingested documents
14,500+
Document types
Technical engineering documents, call logs, turnover logs, SME contacts
Data types
PDFs and URLs/HTML files
Data sources
SharePoint
Usage
2022-2023

SOLUTION

Partnering to deliver accurate, instant, and reliable answers, while upholding responsible AI standards

The energy corporation implemented Pryon RAG Suite to enhance
operational efficiency through retrieval-augmented generation (RAG)technology.

Pryon RAG Suite ingested thousands of complex, highly technical
engineering documents to create a reliable knowledge library. During
planned and unplanned outages, nuclear engineers can ask natural language questions through a web-based chatbot and receive verified responses from the corporation's knowledge library in less than a second. This approach ensures quick, secure, and precise delivery of critical
information during maintenance support periods, reducing outage
turnaround times.

When issues suddenly emerge, engineers can use the same question-answer interface to query the extensive technical document database and receive rapid responses, accelerating time-to-resolution.

Results

Pryon RAG Suite delivers multi-million-dollar annual ROI by dramatically simplifying outage and maintenance procedures

Since implementing Pryon RAG Suite, the corporation has seen significant improvements in maintenance support, outage turnaround time, and issue resolution, resulting in a multi-million-dollar annual ROI.

Key results include:

  • $6.7M total value impact annually
  • $4.7M attributed to increased productivity across daily activities, including planned maintenance support and rapid response to emergent issues
  • Reduced outage turnaround times
  • Accelerated issue resolution
  • Prevention of emergent issues due to improved answer accuracy

Pryon RAG Suite provides engineers with seamless information retrieval
during planned and unplanned outages, driving increased productivity,
shorter outage durations, and substantial cost savings.

Ready to connect your customers with fast, accurate, and verifiable answers?

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