Side-by-side comparison of AI visibility scores, market position, and capabilities
LA battery AI using reinforcement learning for grid-scale BESS optimization with CAISO certification; YC $3M seed from Rivian battery data science team competing with Stem for intelligent energy storage dispatch.
Keeling Labs is a Los Angeles-based battery AI company — backed by Y Combinator with $3 million in seed funding from YC, GMO Venture Partners, FoundersX Ventures, and Climate Capital — developing reinforcement learning platforms for grid-scale battery energy storage system (BESS) optimization, enabling operators of large battery installations to maximize revenue from energy arbitrage, frequency regulation, and capacity markets through AI that continuously learns optimal dispatch strategies. Founded in 2022 by Jack O'Grady with a team from Rivian's battery data science group, Keeling Labs achieved California CAISO regulatory certification in fall 2023 and deployed its ML model to actively trade energy in California markets in 2024.
$2.3B raised at $29.3B valuation; $2B+ ARR (Q1 2026); used by 50%+ of Fortune 500. Dominant commercial AI coding tool; built on VSCode fork with native agent mode. Competing with GitHub Copilot, Windsurf, and Lovable in the vibe-coding wave.
Cursor is an AI-powered code editor built on Visual Studio Code that integrates advanced language models to provide intelligent code completion, generation, debugging, and refactoring capabilities directly in the development workflow. The company serves software developers seeking to accelerate coding productivity through AI assistance while maintaining full control and understanding of their code. Cursor delivers value through contextual code suggestions that understand entire codebases, natural language commands to modify code, inline AI chat for explaining complex code, and a familiar VS Code interface that requires minimal learning curve for existing developers.
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