revenue-forecasting
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The Houston Company That Puts a Number on How Wrong It Was
Most forecasters bury their misses. Complete Intelligence, an eight-person Houston shop, prints its own error rate next to every prediction - and built a business on the discomfort that creates.
Modo Energy
Modo Energy is a London-based data and analytics platform that helps investors, developers, lenders and traders value and finance battery storage and other electrification assets. It provides regulated benchmarks, transparent revenue forecasts, expert market research and an AI analyst, turning complex power-market data into investment-grade decisions across markets in Great Britain, Europe, the United States and Australia.
Tyba
Tyba is a San Francisco-based climate software company that helps energy companies develop, model, and operate battery energy storage projects more profitably. Its AI-driven platform pairs a Project Simulation product - which backtests and forecasts revenue for storage assets in development - with an Asset Operations product that automates real-time bidding and dispatch in wholesale power markets like ERCOT and CAISO. Founded in 2022 by former energy developers and infrastructure engineers, Tyba positions itself as the 'autopilot for batteries,' emphasizing transparent, non-black-box optimization. The company raised a $13.9M Series A led by Energize Capital in February 2025.
Summer
Summer is a New York proptech company that builds SummerOS, asset-management software for short-term rental operators. After starting as an asset-heavy 'own a vacation home without the risk' model, the Airbnb-alumni team pivoted to SaaS, crunching market data and a property's own performance to tell operators exactly what to fix, raise, or rethink. It aims to bring professional-grade, data-driven tools - long standard in commercial real estate - to the fragmented $125B short-term rental market.