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4Q 2021

Guidehouse Insights Leaderboard: AI Vendors for DER Integration

Assessment of Strategy and Execution for 14 AI Vendors for DER Integration

AI techniques have been deployed in the energy industry for a variety of grid and market operations. One of the most compelling applications of AI in the energy industry is for the integration of distributed energy resources (DER). AI for DER integration can drive benefits for utilities through better load and generation forecasting tools, grid optimization and network planning tools, and power quality management. Additionally, AI for DER integration can bring about customer benefits by maximizing the ROI for DER owners and offering more targeted programs and services to meet their needs.

Supplementing and replacing traditional utility operations and processes with AI capabilities is expected to drive efficiencies, reduce costs, and increase visibility into the grid edge. These benefits, coupled with the explosion of DER capacity anticipated through 2030 and the corresponding digital energy transformation, are key factors to the growth of this market. With the anticipated market growth, there is expected to be an increased number of AI vendors entering this space.

This Guidehouse InsightsLeaderboard report assesses the competitive landscape for AI vendors focused on DER integration. Using Guidehouse Insights’ proprietary Leaderboard methodology, vendors are profiled, rated, and ranked with the goal of providing industry participants with an objective assessment of these companies’ relative strengths and weaknesses in the global AI-enabled DER integration market. Companies are compared based on 12 criteria. Company ratings capture the vendor’s standing at the time of the report and are not a retrospective of past accomplishments or an indication of future success.

Top 10 Vendors

  • Oracle
  • GE Digital
  • Schneider Electric
  • AutoGrid
  • Generac Grid Services
  • Landis+Gyr
  • EnergyHub
  • mPrest
  • Bidgely
  • C3 AI
Pages 62
Tables | Charts | Figures 19
  • What are the drivers and barriers shaping the AI for DER integration market?
  • What is the competitive landscape for AI vendors in the DER integration market?
  • Which vendors are leading the AI for DER integration market globally and what differentiates them from the competition?
  • What are the key strengths and weaknesses of the leading AI vendors for DER integration?
  • How are AI vendors for DER integration ranked?
  • Utilities
  • Energy service providers
  • Grid operators
  • Aggregators and non-utility providers
  • AI vendors
  • Data analytics providers
  • OEMs
  • Research community
  • Investor community

1. Executive Summary

1.1   Market Introduction

1.2   The Guidehouse Insights Leaderboard Grid

2. Market Overview

2.1   Market Definition

2.2   Market Drivers

2.3   Market Barriers

2.4   Market Trends

3. The Guidehouse Insights Leaderboard

3.1   The Guidehouse Insights Leaderboard Categories

3.1.1   Leaders

3.1.2   Contenders

3.1.3   Challengers

3.1.4   Followers

3.2   The Guidehouse Insights Leaderboard Grid

4. Company Rankings

4.1   Leaders

4.1.1   Oracle

4.1.2   GE Digital

4.1.3   Schneider Electric

4.2   Contenders

4.2.1   AutoGrid

4.2.2   Generac Grid Services

4.2.3   Landis+Gyr

4.2.4   EnergyHub

4.2.5   mPrest

4.2.6   Bidgely

4.2.7   C3 AI

4.2.8   Grid4C

4.2.9   Uplight

4.2.10   Amperon

4.3   Challengers

4.3.1   Dexter Energy Services

5. Acronym and Abbreviation List

6 Table of Contents

7. Table of Charts and Figures

8. Scope of Study and Methodology

8.1   Scope of Study

8.2   Sources and Methodology

8.2.1   Vendor Selection

8.2.2   Ratings Scale

8.2.2.1   Score Calculations

8.2.3   Criteria Definitions

8.2.3.1   Strategy

8.2.3.2   Execution

  • The Guidehouse Insights Leaderboard Grid
  • AI for DER Integration Annual Revenue by Region, World Markets: 2021-2030
  • Cognitive Process of AI
  • Oracle Strategy and Execution Scores
  • GE Digital Strategy and Execution Scores
  • Schneider Electric Strategy and Execution Scores
  • AutoGrid Strategy and Execution Scores
  • Generac Grid Services Strategy and Execution Scores
  • Landis+Gyr Strategy and Execution Scores
  • EnergyHub Strategy and Execution Scores
  • mPrest Strategy and Execution Scores
  • Bidgely Strategy and Execution Scores
  • C3 AI Strategy and Execution Scores
  • Grid4C Strategy and Execution Scores
  • Uplight Strategy and Execution Scores
  • Amperon Strategy and Execution Scores
  • Dexter Energy Services Strategy and Execution Scores
  • The Guidehouse Insights Leaderboard Overall Scores
  • AI for DER Integration Annual Revenue by Region, World Markets: 2021-2030
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