Side-by-side comparison of AI visibility scores, market position, and capabilities
Adept AI raised $415M to pioneer computer-use AI agents; its core research and agent team moved to Amazon in 2024 in a landmark talent acquisition while the company continues developing ACT-1 for enterprise automation.
Adept AI was founded in 2022 by a team of former OpenAI, DeepMind, and Google Brain researchers to build AI that can take actions on computers — navigating software interfaces, filling forms, and executing multi-step workflows in any application. Its ACT-1 model demonstrated the ability to control web browsers and desktop applications through natural language instructions, pioneering the computer-use agent paradigm that Anthropic later commercialized with Claude's computer use feature.
Raised $50M Series C (Mar 2026) from a16z, Eclipse, Menlo. Secured $160M tugboat contract with Curtin Maritime for Port of LA. Pivoting to commercial and defense.
Arc Boat Company began as a premium consumer electric boat manufacturer but pivoted in 2026 to commercial and defense marine electrification — a dramatically larger addressable market. The company raised $50 million in Series C financing in March 2026 from Andreessen Horowitz, Eclipse Ventures, and Menlo Ventures, and simultaneously secured a $160 million contract with Curtin Maritime for eight hybrid-electric tugboats to be deployed at the Port of Los Angeles.
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