Side-by-side comparison of AI visibility scores, market position, and capabilities
Raised $68M total in 16 months. Backed by Nvidia, GE Vernova, Siemens. Turns AI data centers into dispatchable grid assets. 96MW Virginia deployment underway (2026).
Emerald AI is a grid flexibility platform that turns AI data centers into dispatchable grid assets by intelligently shifting compute workloads during periods of peak electricity demand — effectively adding virtual grid capacity without building new power plants. The company raised $25 million in a March 2026 expansion round led by Energy Impact Partners, with Nvidia, GE Vernova, and Siemens as strategic investors, bringing total funding to $68 million in just 16 months.
ABB (NYSE: ABB) industrial IoT platform connecting 70M+ devices for predictive maintenance and performance analytics; $32.2B revenue competing with Siemens MindSphere and GE Digital for industrial digital transformation.
ABB Ability is ABB Ltd's (NYSE: ABB) digital industrial platform — an integrated suite of IoT software, analytics, and cloud services connecting ABB's physical industrial equipment (robots, motors, drives, power systems) to real-time monitoring, predictive maintenance, and performance optimization applications. ABB generated $32.2 billion in total revenue in fiscal year 2024, with digital and software services (including ABB Ability) representing a growing share of the industrial automation and electrification company's revenue as customers shift from equipment-only to outcome-based service models.
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