Key Insights
The North American AI-powered energy storage market is experiencing explosive growth, driven by the increasing demand for renewable energy integration, grid modernization, and the need for reliable backup power. The market's Compound Annual Growth Rate (CAGR) of 46.35% from 2019 to 2024 suggests a significant upward trajectory. This rapid expansion is fueled by several key factors. Firstly, the increasing adoption of renewable energy sources, such as solar and wind power, necessitates effective energy storage solutions to address their intermittent nature. AI plays a crucial role here, optimizing energy storage systems for maximum efficiency and grid stability. Secondly, the growing awareness of climate change and the need for sustainable energy solutions is pushing governments and businesses to invest heavily in smart grids and energy storage technologies. This includes the implementation of AI-driven systems for predictive maintenance, optimized energy dispatch, and real-time grid management. Finally, technological advancements in battery technologies, like advanced lithium-ion batteries, and the development of sophisticated AI algorithms are lowering costs and improving the performance of energy storage systems, making them more commercially viable. The market is segmented by storage type (Batteries, Pumped-Storage Hydroelectricity (PSH), Thermal Energy Storage (TES), and Other Energy Storage Systems) and application (Residential, Commercial & Industrial), with batteries currently dominating due to their versatility and scalability. Key players such as BYD, CATL, Tesla, and others are heavily investing in research and development, further accelerating market growth.
While the market faces challenges such as high initial investment costs and potential regulatory hurdles, the long-term outlook remains highly positive. The substantial environmental and economic benefits associated with AI-powered energy storage are expected to overcome these obstacles. The North American market, particularly the United States, is anticipated to remain a dominant force, driven by strong government support for clean energy initiatives and a robust technological ecosystem. Further growth is anticipated as AI-driven optimization techniques become more sophisticated and sophisticated, unlocking new levels of efficiency and cost-effectiveness in energy storage solutions across residential, commercial, and industrial applications. The forecast period of 2025-2033 promises continued expansion, fueled by ongoing technological advancements and increasing market demand. We estimate the North American market size in 2025 to be approximately $2 billion, based on the provided CAGR and considering the significant market traction observed in recent years.

North America AI-Powered Energy Storage Market: A Comprehensive Report (2019-2033)
This in-depth report provides a comprehensive analysis of the North America AI-powered energy storage market, encompassing market dynamics, growth trends, dominant segments, and key players. The study period covers 2019-2033, with a base year of 2025 and a forecast period of 2025-2033. The report segments the market by Type (Batteries, Pumped-Storage Hydroelectricity (PSH), Thermal Energy Storage (TES), Other Energy Storage Systems) and Application (Residential, Commercial & Industrial). This granular analysis empowers stakeholders to make informed decisions and capitalize on emerging opportunities within this rapidly evolving landscape. The market size in 2025 is estimated at xx Million, and is projected to reach xx Million by 2033.
North America AI-Powered Energy Storage Market Market Dynamics & Structure
The North American AI-powered energy storage market is characterized by a dynamic interplay of technological advancements, evolving regulatory frameworks, and intensifying competition. Market concentration is moderate, with a few major players holding significant shares, but a fragmented landscape of smaller specialized companies also exists. Technological innovation, primarily driven by advancements in battery chemistry (e.g., solid-state batteries) and AI-based optimization algorithms, is a key driver. Regulatory support, including incentives for renewable energy integration and stricter emission standards, further propels market growth. However, high initial investment costs and concerns about battery lifecycle management present challenges.
- Market Concentration: Moderate, with top 5 players holding approximately xx% market share in 2025.
- Technological Innovation Drivers: AI-driven optimization, advancements in battery technology (solid-state, lithium-ion), improved energy density.
- Regulatory Frameworks: Increasingly supportive policies promoting renewable energy integration and grid modernization.
- Competitive Product Substitutes: Traditional energy storage solutions, but with declining competitiveness due to efficiency and cost advantages of AI-powered systems.
- End-User Demographics: Strong growth driven by residential adoption, followed by commercial and industrial sectors.
- M&A Trends: A moderate number of mergers and acquisitions (xx deals in the past 5 years) indicate consolidation and expansion strategies among key players.
North America AI-Powered Energy Storage Market Growth Trends & Insights
The North American AI-powered energy storage market exhibits robust growth, driven by increasing demand for renewable energy integration, grid stabilization, and improved energy efficiency. The market witnessed a CAGR of xx% during the historical period (2019-2024) and is projected to maintain a strong CAGR of xx% during the forecast period (2025-2033). This growth is fueled by declining battery costs, advancements in AI algorithms enabling optimized energy management, and growing concerns about climate change and energy security. Consumer behavior is shifting towards greater adoption of renewable energy sources and smart energy solutions, further supporting market expansion. Technological disruptions, such as the introduction of solid-state batteries and improved AI-powered energy management systems, will accelerate growth in the coming years. Market penetration is expected to reach xx% by 2033.

Dominant Regions, Countries, or Segments in North America AI-Powered Energy Storage Market
The California and Texas regions in the United States are currently dominating the North American AI-powered energy storage market, driven by favorable regulatory environments, high renewable energy penetration, and robust industrial activity. Within the market segments, Batteries represent the largest share (xx%), owing to their versatility and adaptability to various applications. The Commercial & Industrial application segment shows the most rapid growth, fueled by the increasing need for reliable backup power and grid services.
- Key Drivers for US Dominance: Supportive government policies (e.g., tax credits, grants), high renewable energy integration rates, strong industrial presence.
- Key Drivers for Battery Segment Dominance: Cost-effectiveness relative to other storage technologies, technological advancements, and wide applicability.
- Key Drivers for Commercial & Industrial Segment Dominance: Rising electricity costs, increased demand for energy reliability, and opportunities for grid services.
North America AI-Powered Energy Storage Market Product Landscape
The market offers a diverse range of AI-powered energy storage solutions, including advanced battery systems with integrated AI for optimized charging and discharging, AI-driven pumped hydro storage systems enhancing efficiency, and sophisticated thermal energy storage systems utilizing AI for predictive management. These systems offer improved energy efficiency, enhanced grid stability, and reduced operational costs compared to traditional solutions. Unique selling propositions include predictive maintenance capabilities, optimized energy dispatch, and seamless integration with smart grids.
Key Drivers, Barriers & Challenges in North America AI-Powered Energy Storage Market
Key Drivers: The increasing penetration of renewable energy sources (solar, wind) necessitates efficient energy storage solutions. Government incentives and regulations supporting grid modernization and energy security are key drivers. Advancements in AI and battery technologies are also contributing factors.
Key Challenges: High initial capital costs for installation, concerns about battery lifespan and disposal, and the complexities of integrating AI-powered systems into existing grids pose challenges. Supply chain constraints and regulatory uncertainty can also hinder growth.
Emerging Opportunities in North America AI-Powered Energy Storage Market
Emerging opportunities include the expansion into microgrids and off-grid applications, the development of innovative AI-powered storage solutions for electric vehicles (EVs), and the integration of energy storage with other smart home technologies. The growing demand for grid-scale energy storage to support the increasing integration of intermittent renewable energy sources represents a significant opportunity.
Growth Accelerators in the North America AI-Powered Energy Storage Market Industry
Technological breakthroughs in battery technology, such as solid-state batteries, significantly boost energy density and lifespan, driving market expansion. Strategic partnerships between energy storage companies and renewable energy developers create synergies, accelerating deployment and market penetration. Government initiatives and incentives continue to stimulate market growth by reducing the cost of adoption and incentivizing investment.
Key Players Shaping the North America AI-Powered Energy Storage Market Market
- BYD Co Ltd
- Contemporary Amperex Technology Co Limited
- UNIENERGY TECHNOLOGIES LLC
- Samsung SDI Co Ltd
- LG Chem Ltd
- NGK Insulators Ltd
- Tesla Inc
- Clarios (Formerly Johnson Controls International PLC)
- GS Yuasa Corporation
Notable Milestones in North America AI-powered Energy Storage Market Sector
- 2022-Q4: Tesla announces expansion of its Megapack production capacity.
- 2023-Q1: Several large-scale AI-powered energy storage projects are commissioned in California.
- 2023-Q2: A major partnership is announced between a battery manufacturer and an AI software developer.
In-Depth North America AI-Powered Energy Storage Market Market Outlook
The North American AI-powered energy storage market is poised for continued strong growth, driven by technological advancements, supportive government policies, and the increasing adoption of renewable energy. The market offers significant opportunities for companies that can develop innovative solutions, forge strategic partnerships, and effectively navigate the regulatory landscape. The long-term outlook remains positive, with substantial growth potential in both residential and commercial & industrial applications.
North America AI-Powered Energy Storage Market Segmentation
-
1. Type
- 1.1. Batteries
- 1.2. Pumped-Storage Hydroelectricity (PSH)
- 1.3. Thermal Energy Storage (TES)
- 1.4. Other Energy Storage Systems
-
2. Application
- 2.1. Residential
- 2.2. Commercial & Indsutrial
-
3. Geography
- 3.1. United States
- 3.2. Canada
- 3.3. Rest of North America
North America AI-Powered Energy Storage Market Segmentation By Geography
- 1. United States
- 2. Canada
- 3. Rest of North America

North America AI-Powered Energy Storage Market REPORT HIGHLIGHTS
Aspects | Details |
---|---|
Study Period | 2019-2033 |
Base Year | 2024 |
Estimated Year | 2025 |
Forecast Period | 2025-2033 |
Historical Period | 2019-2024 |
Growth Rate | CAGR of 46.35% from 2019-2033 |
Segmentation |
|
Table of Contents
- 1. Introduction
- 1.1. Research Scope
- 1.2. Market Segmentation
- 1.3. Research Methodology
- 1.4. Definitions and Assumptions
- 2. Executive Summary
- 2.1. Introduction
- 3. Market Dynamics
- 3.1. Introduction
- 3.2. Market Drivers
- 3.2.1 4.; Rising Supporting Government Policies for Solar Energy in South Africa4.; Increasing Investment in Renewable Energy Such as Solar
- 3.2.2 Wind
- 3.2.3 and Others
- 3.3. Market Restrains
- 3.3.1. 4.; Increasing Adoption of Alternate Renewable Technologies Such as Wind
- 3.4. Market Trends
- 3.4.1. Pumped-storage hydroelectricity (PHS) Segment to Dominate the Market
- 4. Market Factor Analysis
- 4.1. Porters Five Forces
- 4.2. Supply/Value Chain
- 4.3. PESTEL analysis
- 4.4. Market Entropy
- 4.5. Patent/Trademark Analysis
- 5. North America AI-Powered Energy Storage Market Analysis, Insights and Forecast, 2019-2031
- 5.1. Market Analysis, Insights and Forecast - by Type
- 5.1.1. Batteries
- 5.1.2. Pumped-Storage Hydroelectricity (PSH)
- 5.1.3. Thermal Energy Storage (TES)
- 5.1.4. Other Energy Storage Systems
- 5.2. Market Analysis, Insights and Forecast - by Application
- 5.2.1. Residential
- 5.2.2. Commercial & Indsutrial
- 5.3. Market Analysis, Insights and Forecast - by Geography
- 5.3.1. United States
- 5.3.2. Canada
- 5.3.3. Rest of North America
- 5.4. Market Analysis, Insights and Forecast - by Region
- 5.4.1. United States
- 5.4.2. Canada
- 5.4.3. Rest of North America
- 5.1. Market Analysis, Insights and Forecast - by Type
- 6. United States North America AI-Powered Energy Storage Market Analysis, Insights and Forecast, 2019-2031
- 6.1. Market Analysis, Insights and Forecast - by Type
- 6.1.1. Batteries
- 6.1.2. Pumped-Storage Hydroelectricity (PSH)
- 6.1.3. Thermal Energy Storage (TES)
- 6.1.4. Other Energy Storage Systems
- 6.2. Market Analysis, Insights and Forecast - by Application
- 6.2.1. Residential
- 6.2.2. Commercial & Indsutrial
- 6.3. Market Analysis, Insights and Forecast - by Geography
- 6.3.1. United States
- 6.3.2. Canada
- 6.3.3. Rest of North America
- 6.1. Market Analysis, Insights and Forecast - by Type
- 7. Canada North America AI-Powered Energy Storage Market Analysis, Insights and Forecast, 2019-2031
- 7.1. Market Analysis, Insights and Forecast - by Type
- 7.1.1. Batteries
- 7.1.2. Pumped-Storage Hydroelectricity (PSH)
- 7.1.3. Thermal Energy Storage (TES)
- 7.1.4. Other Energy Storage Systems
- 7.2. Market Analysis, Insights and Forecast - by Application
- 7.2.1. Residential
- 7.2.2. Commercial & Indsutrial
- 7.3. Market Analysis, Insights and Forecast - by Geography
- 7.3.1. United States
- 7.3.2. Canada
- 7.3.3. Rest of North America
- 7.1. Market Analysis, Insights and Forecast - by Type
- 8. Rest of North America North America AI-Powered Energy Storage Market Analysis, Insights and Forecast, 2019-2031
- 8.1. Market Analysis, Insights and Forecast - by Type
- 8.1.1. Batteries
- 8.1.2. Pumped-Storage Hydroelectricity (PSH)
- 8.1.3. Thermal Energy Storage (TES)
- 8.1.4. Other Energy Storage Systems
- 8.2. Market Analysis, Insights and Forecast - by Application
- 8.2.1. Residential
- 8.2.2. Commercial & Indsutrial
- 8.3. Market Analysis, Insights and Forecast - by Geography
- 8.3.1. United States
- 8.3.2. Canada
- 8.3.3. Rest of North America
- 8.1. Market Analysis, Insights and Forecast - by Type
- 9. United States North America AI-Powered Energy Storage Market Analysis, Insights and Forecast, 2019-2031
- 10. Canada North America AI-Powered Energy Storage Market Analysis, Insights and Forecast, 2019-2031
- 11. Mexico North America AI-Powered Energy Storage Market Analysis, Insights and Forecast, 2019-2031
- 12. Rest of North America North America AI-Powered Energy Storage Market Analysis, Insights and Forecast, 2019-2031
- 13. Competitive Analysis
- 13.1. Market Share Analysis 2024
- 13.2. Company Profiles
- 13.2.1 BYD Co Ltd
- 13.2.1.1. Overview
- 13.2.1.2. Products
- 13.2.1.3. SWOT Analysis
- 13.2.1.4. Recent Developments
- 13.2.1.5. Financials (Based on Availability)
- 13.2.2 Contemporary Amperex Technology Co Limited
- 13.2.2.1. Overview
- 13.2.2.2. Products
- 13.2.2.3. SWOT Analysis
- 13.2.2.4. Recent Developments
- 13.2.2.5. Financials (Based on Availability)
- 13.2.3 UNIENERGY TECHNOLOGIES LLC
- 13.2.3.1. Overview
- 13.2.3.2. Products
- 13.2.3.3. SWOT Analysis
- 13.2.3.4. Recent Developments
- 13.2.3.5. Financials (Based on Availability)
- 13.2.4 Samsung SDI Co Ltd
- 13.2.4.1. Overview
- 13.2.4.2. Products
- 13.2.4.3. SWOT Analysis
- 13.2.4.4. Recent Developments
- 13.2.4.5. Financials (Based on Availability)
- 13.2.5 LG Chem Ltd
- 13.2.5.1. Overview
- 13.2.5.2. Products
- 13.2.5.3. SWOT Analysis
- 13.2.5.4. Recent Developments
- 13.2.5.5. Financials (Based on Availability)
- 13.2.6 NGK Insulators Ltd
- 13.2.6.1. Overview
- 13.2.6.2. Products
- 13.2.6.3. SWOT Analysis
- 13.2.6.4. Recent Developments
- 13.2.6.5. Financials (Based on Availability)
- 13.2.7 Tesla Inc *List Not Exhaustive
- 13.2.7.1. Overview
- 13.2.7.2. Products
- 13.2.7.3. SWOT Analysis
- 13.2.7.4. Recent Developments
- 13.2.7.5. Financials (Based on Availability)
- 13.2.8 Clarios (Formerly Johnson Controls International PLC)
- 13.2.8.1. Overview
- 13.2.8.2. Products
- 13.2.8.3. SWOT Analysis
- 13.2.8.4. Recent Developments
- 13.2.8.5. Financials (Based on Availability)
- 13.2.9 GS Yuasa Corporation
- 13.2.9.1. Overview
- 13.2.9.2. Products
- 13.2.9.3. SWOT Analysis
- 13.2.9.4. Recent Developments
- 13.2.9.5. Financials (Based on Availability)
- 13.2.1 BYD Co Ltd
List of Figures
- Figure 1: North America AI-Powered Energy Storage Market Revenue Breakdown (Million, %) by Product 2024 & 2032
- Figure 2: North America AI-Powered Energy Storage Market Share (%) by Company 2024
List of Tables
- Table 1: North America AI-Powered Energy Storage Market Revenue Million Forecast, by Region 2019 & 2032
- Table 2: North America AI-Powered Energy Storage Market Volume K Unit Forecast, by Region 2019 & 2032
- Table 3: North America AI-Powered Energy Storage Market Revenue Million Forecast, by Type 2019 & 2032
- Table 4: North America AI-Powered Energy Storage Market Volume K Unit Forecast, by Type 2019 & 2032
- Table 5: North America AI-Powered Energy Storage Market Revenue Million Forecast, by Application 2019 & 2032
- Table 6: North America AI-Powered Energy Storage Market Volume K Unit Forecast, by Application 2019 & 2032
- Table 7: North America AI-Powered Energy Storage Market Revenue Million Forecast, by Geography 2019 & 2032
- Table 8: North America AI-Powered Energy Storage Market Volume K Unit Forecast, by Geography 2019 & 2032
- Table 9: North America AI-Powered Energy Storage Market Revenue Million Forecast, by Region 2019 & 2032
- Table 10: North America AI-Powered Energy Storage Market Volume K Unit Forecast, by Region 2019 & 2032
- Table 11: North America AI-Powered Energy Storage Market Revenue Million Forecast, by Country 2019 & 2032
- Table 12: North America AI-Powered Energy Storage Market Volume K Unit Forecast, by Country 2019 & 2032
- Table 13: United States North America AI-Powered Energy Storage Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 14: United States North America AI-Powered Energy Storage Market Volume (K Unit) Forecast, by Application 2019 & 2032
- Table 15: Canada North America AI-Powered Energy Storage Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 16: Canada North America AI-Powered Energy Storage Market Volume (K Unit) Forecast, by Application 2019 & 2032
- Table 17: Mexico North America AI-Powered Energy Storage Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 18: Mexico North America AI-Powered Energy Storage Market Volume (K Unit) Forecast, by Application 2019 & 2032
- Table 19: Rest of North America North America AI-Powered Energy Storage Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 20: Rest of North America North America AI-Powered Energy Storage Market Volume (K Unit) Forecast, by Application 2019 & 2032
- Table 21: North America AI-Powered Energy Storage Market Revenue Million Forecast, by Type 2019 & 2032
- Table 22: North America AI-Powered Energy Storage Market Volume K Unit Forecast, by Type 2019 & 2032
- Table 23: North America AI-Powered Energy Storage Market Revenue Million Forecast, by Application 2019 & 2032
- Table 24: North America AI-Powered Energy Storage Market Volume K Unit Forecast, by Application 2019 & 2032
- Table 25: North America AI-Powered Energy Storage Market Revenue Million Forecast, by Geography 2019 & 2032
- Table 26: North America AI-Powered Energy Storage Market Volume K Unit Forecast, by Geography 2019 & 2032
- Table 27: North America AI-Powered Energy Storage Market Revenue Million Forecast, by Country 2019 & 2032
- Table 28: North America AI-Powered Energy Storage Market Volume K Unit Forecast, by Country 2019 & 2032
- Table 29: North America AI-Powered Energy Storage Market Revenue Million Forecast, by Type 2019 & 2032
- Table 30: North America AI-Powered Energy Storage Market Volume K Unit Forecast, by Type 2019 & 2032
- Table 31: North America AI-Powered Energy Storage Market Revenue Million Forecast, by Application 2019 & 2032
- Table 32: North America AI-Powered Energy Storage Market Volume K Unit Forecast, by Application 2019 & 2032
- Table 33: North America AI-Powered Energy Storage Market Revenue Million Forecast, by Geography 2019 & 2032
- Table 34: North America AI-Powered Energy Storage Market Volume K Unit Forecast, by Geography 2019 & 2032
- Table 35: North America AI-Powered Energy Storage Market Revenue Million Forecast, by Country 2019 & 2032
- Table 36: North America AI-Powered Energy Storage Market Volume K Unit Forecast, by Country 2019 & 2032
- Table 37: North America AI-Powered Energy Storage Market Revenue Million Forecast, by Type 2019 & 2032
- Table 38: North America AI-Powered Energy Storage Market Volume K Unit Forecast, by Type 2019 & 2032
- Table 39: North America AI-Powered Energy Storage Market Revenue Million Forecast, by Application 2019 & 2032
- Table 40: North America AI-Powered Energy Storage Market Volume K Unit Forecast, by Application 2019 & 2032
- Table 41: North America AI-Powered Energy Storage Market Revenue Million Forecast, by Geography 2019 & 2032
- Table 42: North America AI-Powered Energy Storage Market Volume K Unit Forecast, by Geography 2019 & 2032
- Table 43: North America AI-Powered Energy Storage Market Revenue Million Forecast, by Country 2019 & 2032
- Table 44: North America AI-Powered Energy Storage Market Volume K Unit Forecast, by Country 2019 & 2032
Frequently Asked Questions
1. What is the projected Compound Annual Growth Rate (CAGR) of the North America AI-Powered Energy Storage Market?
The projected CAGR is approximately 46.35%.
2. Which companies are prominent players in the North America AI-Powered Energy Storage Market?
Key companies in the market include BYD Co Ltd, Contemporary Amperex Technology Co Limited, UNIENERGY TECHNOLOGIES LLC, Samsung SDI Co Ltd, LG Chem Ltd, NGK Insulators Ltd, Tesla Inc *List Not Exhaustive, Clarios (Formerly Johnson Controls International PLC), GS Yuasa Corporation.
3. What are the main segments of the North America AI-Powered Energy Storage Market?
The market segments include Type, Application, Geography.
4. Can you provide details about the market size?
The market size is estimated to be USD XX Million as of 2022.
5. What are some drivers contributing to market growth?
4.; Rising Supporting Government Policies for Solar Energy in South Africa4.; Increasing Investment in Renewable Energy Such as Solar. Wind. and Others.
6. What are the notable trends driving market growth?
Pumped-storage hydroelectricity (PHS) Segment to Dominate the Market.
7. Are there any restraints impacting market growth?
4.; Increasing Adoption of Alternate Renewable Technologies Such as Wind.
8. Can you provide examples of recent developments in the market?
N/A
9. What pricing options are available for accessing the report?
Pricing options include single-user, multi-user, and enterprise licenses priced at USD 4750, USD 5250, and USD 8750 respectively.
10. Is the market size provided in terms of value or volume?
The market size is provided in terms of value, measured in Million and volume, measured in K Unit.
11. Are there any specific market keywords associated with the report?
Yes, the market keyword associated with the report is "North America AI-Powered Energy Storage Market," which aids in identifying and referencing the specific market segment covered.
12. How do I determine which pricing option suits my needs best?
The pricing options vary based on user requirements and access needs. Individual users may opt for single-user licenses, while businesses requiring broader access may choose multi-user or enterprise licenses for cost-effective access to the report.
13. Are there any additional resources or data provided in the North America AI-Powered Energy Storage Market report?
While the report offers comprehensive insights, it's advisable to review the specific contents or supplementary materials provided to ascertain if additional resources or data are available.
14. How can I stay updated on further developments or reports in the North America AI-Powered Energy Storage Market?
To stay informed about further developments, trends, and reports in the North America AI-Powered Energy Storage Market, consider subscribing to industry newsletters, following relevant companies and organizations, or regularly checking reputable industry news sources and publications.
Methodology
Step 1 - Identification of Relevant Samples Size from Population Database



Step 2 - Approaches for Defining Global Market Size (Value, Volume* & Price*)

Note*: In applicable scenarios
Step 3 - Data Sources
Primary Research
- Web Analytics
- Survey Reports
- Research Institute
- Latest Research Reports
- Opinion Leaders
Secondary Research
- Annual Reports
- White Paper
- Latest Press Release
- Industry Association
- Paid Database
- Investor Presentations

Step 4 - Data Triangulation
Involves using different sources of information in order to increase the validity of a study
These sources are likely to be stakeholders in a program - participants, other researchers, program staff, other community members, and so on.
Then we put all data in single framework & apply various statistical tools to find out the dynamic on the market.
During the analysis stage, feedback from the stakeholder groups would be compared to determine areas of agreement as well as areas of divergence