Side-by-side comparison of AI visibility scores, market position, and capabilities
San Francisco CPG supply chain AI (rebranded Daybreak) at $35M ARR May 2025; $107M total (Dell/TPG/ServiceNow/In-Q-Tel) focusing on Fill-Rate/OTIF for Estée Lauder/Kellogg's competing with o9 Solutions for AI demand planning.
Noodle.ai (rebranded as Daybreak) is a San Francisco, California-based enterprise AI supply chain planning platform — backed with $107 million in total funding including a $10 million Series C-II in January 2024 from Dell Technologies Capital, TPG, ServiceNow Ventures, Honeywell Ventures, Nexus Venture Partners, and In-Q-Tel — providing CPG (consumer packaged goods) and manufacturing companies including Estée Lauder and Kellogg's with AI-powered inventory planning, demand forecasting, and fill-rate optimization that targets Fill-Rate, Inventory, and OTIF (On-Time-In-Full) outcomes as the primary business metrics. As of May 2025, Noodle.ai/Daybreak reports $35 million in annual recurring revenue with approximately 105 employees across 6 continents. In January 2024, Stephen R. Collins was appointed CEO (founder Stephen Pratt transitioning to Senior Strategic Advisor) and Jerome Holbus joined as Chief Product Officer. Founded in 2016 in San Francisco.
Fleet Payment Solutions & Commercial Cards
Fleet payment solutions and commercial payment cards. Portland, ME. Publicly traded (WEX). $2B+ annual revenue. Processes fuel, EV, and maintenance spend for commercial fleets.
WEX Inc. is a Portland, Maine-based financial technology company publicly traded on the NYSE under the ticker WEX, with over $2 billion in annual revenue. WEX is best known for its fleet payment solutions — specialized commercial payment cards and fuel card programs that allow fleet operators to control, track, and optimize fuel and maintenance spending across their vehicle fleets.\n\nThe company's fleet card products provide detailed transaction data at the point of purchase, including fuel type, gallons pumped, odometer, driver ID, and vehicle information, giving fleet managers visibility into fuel spend that standard corporate cards cannot provide. WEX processes payments through a network of tens of thousands of fuel and maintenance locations and integrates with major fleet management platforms to connect payment data with vehicle utilization insights.\n\nWEX has evolved its platform to support EV fleet charging payments, allowing fleet operators to manage EV charging spend alongside traditional fuel transactions through the same payment infrastructure. The company also operates in healthcare payment solutions and corporate payments, but fleet remains its largest and most established segment. WEX's deep integrations with fleet management software, telematics providers, and OEM platforms have made it a ubiquitous financial infrastructure layer for commercial fleet operations in North America.
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