Side-by-side comparison of AI visibility scores, market position, and capabilities
Raised $100M+. Alpine RVA23 server SoC taped out Dec 2025. Customer boards available H2 2026. Founded by ex-Marvell ThunderX2 engineers. Full RISC-V server CPU competing with Arm.
Akeana is building RISC-V server processors for the data center, founded by the engineering team that previously designed the Marvell ThunderX2 — one of the few Arm server processors to achieve meaningful commercial deployment against Intel Xeon dominance. The company has raised $100 million+ and taped out its Alpine RVA23-profile server SoC in December 2025, with customer system development boards (SDBs) available in H2 2026 for design-in by server OEMs.
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.
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