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.
Marvell Technology (MRVL) reported $6.3B revenue in FY2025, up 7% YoY. Leader in custom AI ASICs and high-speed networking. ~6,600 employees. HQ: Santa Clara, CA. Market cap ~$70B.
Marvell Technology, Inc. is a semiconductor company specializing in data infrastructure chips, custom AI application-specific integrated circuits (ASICs), and high-speed networking, headquartered in Santa Clara, California. Founded in 1997, Marvell has evolved from a storage and networking chip company into one of the leading providers of custom AI silicon for hyperscalers. The company reported revenues of $6.3B for fiscal year 2025 (ending January 2025), with AI-related revenue becoming the dominant growth driver.
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