Frost Radar(TM): Meter Data Management and Meter-Focused Grid Solutions, 2026

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.