Frost Radar™：計量資料管理和以計量為中心的電網解決方案，2026 年

公共產業正進入以用例主導、選擇性投資的計量資料管理 (MDM) 階段，將資金與可衡量的營運和商業成果掛鉤，而不僅僅是對平台進行現代化改造。公共產業最願意投資的優先事項包括：基於時間間隔的複雜計費和結算、豐富停電數據和事件糾正、異常檢測和收入保護，以及基於預測的客戶和資產細分。這些用例是 MDM 擴充的關鍵切入點，因為它們能在監管、財務或營運方面帶來即時的價值。在變電站和饋線層面實現電動車和屋頂太陽能的可視性正成為一個高影響力成長領域，尤其是在面臨局部擁塞和容量限制的市場。同時，由於監管的不確定性和不明確的貨幣化框架，諸如柔軟性檢驗、分散式能源資源編配和電網邊緣控制等更高級的用例在採用率方面存在不確定性，並且投資時間表也因地區而異。電力公司的偏好顯然正在轉向模組化的「小規模開始，快速擴展」的部署模式。在這種模式下，平台以可擴展層的形式實現，隨著時間的推移不斷解鎖更多功能。這種趨勢因人們傾向於採用開放的、API主導的架構而進一步強化，這種架構允許逐步整合第三方分析工具、人工智慧模組和特定市場應用，而不是大規模的單一供應商轉型。智慧電錶供應商、電網軟體供應商和資料平台專家都在努力將各自的解決方案定位為數位電網架構的核心組件。領先的供應商正日益轉向建構端到端的電網數據平台，提供整合的AMI生態系統，將智慧電錶、通訊基礎設施、前端系統和先進的MDM平台整合在一起。

Frost & Sullivan公司對其所在行業的眾多公司進行分析。基於領導力及其他特徵，公司將被選中進行深入分析，並根據10項「成長與創新」標準進行基準評估，從而揭示其在Frost Radar™上的位置。本報告呈現每家公司在Frost Radar™上的競爭概況，並充分考慮其優勢以及最適合發揮這些優勢的機會。

Frost Radar™：兩個關鍵指標、10 個分析要素和一個平台，用於衡量未來的成長潛力。

成長指數

成長指數 (GI) 是衡量公司成長績效和結果的指標，以及公司製定和執行完全一致的成長策略和願景、強大的成長管道結構以及以市場、競爭對手和最終用戶為中心的有效銷售和行銷策略的能力。

• 市佔率（過去三年）
  • 這是對一家公司在過去三年中在特定市場區域內相對於其競爭對手的市場佔有率的比較。
• 過去三年的銷售成長率
  • 這顯示了過去三年中，特定Frost Radar™ 所代表的市場/行業/類別中各公司的收入成長率。
• 成長通路
  • 這可以評估公司成長通路結構的優勢和利用情況，使其能夠不斷掌握、分析和優先考慮成長機會的整體情況。
• 願景與策略
  • 這評估的是一家公司的成長策略與其願景的契合程度。一家公司在新產品和市場方面的投資是否與其既定願景相符？
• 銷售與行銷
  • 這衡量的是一家公司的銷售和行銷活動在多大程度上有效地刺激了需求並實現了成長目標。

創新指數

創新指數 (II) 衡量一家公司開發具有全球適用性、不斷發展和擴展以服務多個市場並滿足客戶不斷變化的需求的產品、服務和解決方案的能力，而這一切都基於對顛覆性大趨勢的清晰理解。

• 創新的擴充性
  • 這有助於確定組織的創新是否具有可擴展性，並在全球範圍內適用，無論是在發展中市場還是成熟市場，以及相鄰行業和非相鄰行業。
• 研究與開發
  • 這是衡量公司研發策略有效性的指標，取決於公司研發投入的規模及其對創新鏈的貢獻。此外，不斷變化的客戶需求也會影響此指標。
• 產品系列
  • 這是用於評估公司產品系列的指標，重點關注新產品對年度銷售的相對貢獻。它受不斷變化的客戶需求的影響。
• 利用大趨勢
  • 這評估企業是否積極利用不斷演變的長期機會和新的經營模式，將其作為創新管道的基礎。而這又受到不斷變化的客戶需求的影響。
• 與客戶保持一致
  • 這評估了公司的產品、服務和解決方案在多大程度上適用於現有客戶和潛在客戶，以及其創新策略如何受到不斷變化的客戶需求的影響。

被列入Frost Radar(TM) 的意義

在Frost Radar™上標示的公司都是產業成長、創新或兩者兼具的領導者。它們在引領產業未來發展方面發揮著至關重要的作用。

• 成長潛力
  • 貴公司具有巨大的未來發展潛力，因此被選為「行動企業」。
• 最佳實踐
  • 貴公司在塑造產業內成長管道™最佳實踐方面具有極為有利的地位。
• 競爭強度
  • 在競爭日益激烈的環境中，貴公司是推動競爭加劇的主要因素之一。
• 客戶價值
  • 貴公司已展現出顯著提升顧客價值提案的能力。
• 潛在的合作夥伴
  • 對於客戶、投資者、價值鏈合作夥伴和未來人才而言，貴公司是他們首先想到的關鍵價值提供者。

策略挑戰與成長環境

Frost Radarr™：計量資料管理和以計量為中心的電網解決方案

Frost Radarr(TM)：主要企業

• Energyqyworx - 電網專家公司
• Expertpower（Satec旗下公司）
• Ferranti
• Fluengrid
• Hansen
• Hubbell
• Iskraemeco
• Itron
• Landis+Gyr
• Minsait-an Indra Group Company
• Oracle Utilities
• Sagemcom
• Siemens

最佳實踐和發展機遇

• 最佳實踐
• 發展機會

Frost Radar™ 分析

下一步：利用Frost Radar™ 為關鍵相關人員提供支持

• 被列入Frost Radar(TM) 的意義
• Frost Radar™ 幫助 CEO 們發展壯大團隊。
• Frost Radar(TM) 為投資者提供支援。
• Frost Radar(TM) 幫助客戶。
• Frost Radar(TM) 為董事會提供支援。

Utilities are entering a phase of selective, use-case-driven investment in meter data management (MDM), where funding is tied to measurable operational and commercial outcomes rather than platform modernization alone. The most consistent priorities in which utilities are willing to invest include interval and complex billing/settlement, outage data enrichment and event correction, anomaly detection and revenue protection, and forecasting-driven segmentation of customers and assets. These use cases deliver immediate regulatory, financial, or operational value, making them the primary entry points for MDM expansion. Electric vehicle and rooftop photovoltaic visibility at the transformer and feeder level is emerging as a high-impact growth area, particularly in markets facing localized congestion and capacity constraints. More advanced use cases, such as flexibility verification, distributed energy resource orchestration, and grid-edge control, remain uneven in adoption because of regulatory uncertainty and unclear monetization frameworks, resulting in a staggered investment horizon across regions. Utility preferences are clearly shifting toward modular, “start small and scale fast” deployment models, where platforms are implemented as extensible layers that unlock additional capabilities over time. This is reinforced by a preference for open, API-driven architectures that support incremental integration of third-party analytics, AI modules, and market-specific applications rather than large, single-vendor transformations. Smart metering vendors, grid software providers, and data platform specialists are all seeking to position their solutions as central components of the digital grid architecture. Leading providers increasingly deliver integrated AMI ecosystems combining smart meters, communications infrastructure, head-end systems, and advanced MDM platforms to create end-to-end grid data platforms.

Frost & Sullivan analyzes numerous companies in an industry. Those selected for further analysis based on their leadership or other distinctions are benchmarked across 10 Growth and Innovation criteria to reveal their position on the Frost Radar™. The publication presents competitive profiles of each company on the Frost Radar™ considering their strengths and the opportunities that best fit those strengths.

Frost RadarTM: Benchmarking Future Growth Potential 2 Major Indices, 10 Analytical Ingredients, 1 Platform

Growth Index

Growth Index (GI) is a measure of a company’s growth performance and track record, along with its ability to develop and execute a fully aligned growth strategy and vision; a robust growth pipeline system; and effective market, competitor, and end-user focused sales and marketing strategies.

• Market Share (previous 3 years)
  • This is a comparison of a company’s market share relative to its competitors in a given market space for the previous 3 years.
• Revenue Growth (previous 3 years)
  • This is a look at a company’s revenue growth rate for the previous 3 years in the market/industry/category that forms the context for the given Frost RadarTM.
• Growth Pipeline
  • This is an evaluation of the strength and leverage of a company’s growth pipeline system to continuously capture, analyze, and prioritize its universe of growth opportunities.
• Vision and Strategy
  • This is an assessment of how well a company’s growth strategy is aligned with its vision. Are the investments that a company is making in new products and markets consistent with the stated vision?
• Sales and Marketing
  • This is a measure of the effectiveness of a company’s sales and marketing efforts in helping it drive demand and achieve its growth objectives.

Innovation Index

Innovation Index (II) is a measure of a company’s ability to develop products/ services/ solutions (with a clear understanding of disruptive Mega Trends) that are globally applicable, are able to evolve and expand to serve multiple markets and are aligned to customers’ changing needs.

• INNOVATION SCALABILITY
  • This determines whether an organization’s innovations are globally scalable and applicable in both developing and mature markets, and also in adjacent and non-adjacent industry verticals.
• RESEARCH AND DEVELOPMENT
  • This is a measure of the efficacy of a company’s R&D strategy, as determined by the size of its R&D investment and how it feeds the innovation pipeline. is influenced by evolving customer needs.
• PRODUCT PORTFOLIO
  • This is a measure of a company’s product portfolio, focusing on the relative contribution of new products to its annual revenue. is influenced by evolving customer needs.
• MEGATRENDS LEVERAGE
  • This is an assessment of a company’s proactive leverage of evolving, long-term opportunities and new business models, as the foundation of its innovation pipeline. is influenced by evolving customer needs.
• CUSTOMER ALIGNMENT
  • This evaluates the applicability of a company’s products/services/solutions to current and potential customers, as well as how its innovation strategy is influenced by evolving customer needs.

Significance of Being on the Frost RadarTM

Companies plotted on the Frost RadarTM are the leaders in the industry for growth, innovation, or both. They are instrumental in advancing the industry into the future.

• GROWTH POTENTIAL
  • Your organization has significant future growth potential, which makes it a Company to Action.
• BEST PRACTICES
  • Your organization is well positioned to shape Growth PipelineTM best practices in your industry.
• COMPETITIVE INTENSITY
  • Your organization is one of the key drivers of competitive intensity in the growth environment.
• CUSTOMER VALUE
  • Your organization has demonstrated the ability to significantly enhance its customer value proposition.
• PARTNER POTENTIAL
  • Your organization is top of mind for customers, investors, value chain partners, and future talent as a significant value provider.

Strategic Imperative and Growth Environment

Frost RadarrTM: Meter Data Management and Meter-focused Grid Solutions

Frost RadarrTM: Companies to Action

• Energyqyworx-a Grid expertise Company
• Expertpower-a Satec Company
• Ferranti
• Fluengrid
• Hansen
• Hubbell
• Iskraemeco
• Itron
• Landis+Gyr
• Minsait-an Indra Group Company
• Oracle Utilities
• Sagemcom
• Siemens

Best Practices & Growth Opportunities

• Best Practices
• Growth Opportunities

Frost RadarTM Analytics

Next Steps: Leveraging the Frost RadarTM to Empower Key Stakeholders

• Significance of Being on the Frost RadarTM
• Frost RadarTM Empowers the CEO’s Growth Team
• Frost RadarTM Empowers Investors
• Frost RadarTM Empowers Customers
• Frost RadarTM Empowers the Board of Directors

Frost RadarTM: Benchmarking Future Growth Potential 2 Major Indices, 10 Analytical Ingredients, 1 Platform

Growth Index

Growth Index (GI) is a measure of a company’s growth performance and track record, along with its ability to develop and execute a fully aligned growth strategy and vision; a robust growth pipeline system; and effective market, competitor, and end-user focused sales and marketing strategies.

• Market Share (previous 3 years)
  • This is a comparison of a company’s market share relative to its competitors in a given market space for the previous 3 years.
• Revenue Growth (previous 3 years)
  • This is a look at a company’s revenue growth rate for the previous 3 years in the market/industry/category that forms the context for the given Frost RadarTM.
• Growth Pipeline
  • This is an evaluation of the strength and leverage of a company’s growth pipeline system to continuously capture, analyze, and prioritize its universe of growth opportunities.
• Vision and Strategy
  • This is an assessment of how well a company’s growth strategy is aligned with its vision. Are the investments that a company is making in new products and markets consistent with the stated vision?
• Sales and Marketing
  • This is a measure of the effectiveness of a company’s sales and marketing efforts in helping it drive demand and achieve its growth objectives.

Innovation Index

Innovation Index (II) is a measure of a company’s ability to develop products/ services/ solutions (with a clear understanding of disruptive Mega Trends) that are globally applicable, are able to evolve and expand to serve multiple markets and are aligned to customers’ changing needs.

• INNOVATION SCALABILITY
  • This determines whether an organization’s innovations are globally scalable and applicable in both developing and mature markets, and also in adjacent and non-adjacent industry verticals.
• RESEARCH AND DEVELOPMENT
  • This is a measure of the efficacy of a company’s R&D strategy, as determined by the size of its R&D investment and how it feeds the innovation pipeline. is influenced by evolving customer needs.
• PRODUCT PORTFOLIO
  • This is a measure of a company’s product portfolio, focusing on the relative contribution of new products to its annual revenue. is influenced by evolving customer needs.
• MEGATRENDS LEVERAGE
  • This is an assessment of a company’s proactive leverage of evolving, long-term opportunities and new business models, as the foundation of its innovation pipeline. is influenced by evolving customer needs.
• CUSTOMER ALIGNMENT
  • This evaluates the applicability of a company’s products/services/solutions to current and potential customers, as well as how its innovation strategy is influenced by evolving customer needs.

Significance of Being on the Frost RadarTM

Companies plotted on the Frost RadarTM are the leaders in the industry for growth, innovation, or both. They are instrumental in advancing the industry into the future.

• GROWTH POTENTIAL
  • Your organization has significant future growth potential, which makes it a Company to Action.
• BEST PRACTICES
  • Your organization is well positioned to shape Growth PipelineTM best practices in your industry.
• COMPETITIVE INTENSITY
  • Your organization is one of the key drivers of competitive intensity in the growth environment.
• CUSTOMER VALUE
  • Your organization has demonstrated the ability to significantly enhance its customer value proposition.
• PARTNER POTENTIAL
  • Your organization is top of mind for customers, investors, value chain partners, and future talent as a significant value provider.