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Adept AI Reviews

San Francisco, California

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Adept AI is a machine learning research and product laboratory based in San Francisco, California, dedicated to building artificial intelligence that enables seamless human-computer collaboration. Founded in 2022 by prominent AI researchers—including David Luan, Ashish Vaswani, Niki Parmar, Kelsey Szot, and Anmol Gulati—the startup set out with a mission to develop general intelligence capable of automating complex, multi-step software workflows. Rather than focusing solely on text or conversational interfaces like traditional chatbots, Adept AI designs agentic AI solutions that can perceive a computer screen directly via pixels, understanding user intent in natural language and executing corresponding actions across various software applications, websites, and APIs. The company's core technological offering centers around action models, notably the Action Transformer (ACT-1). This large-scale multimodal model functions as an end-to-end digital assistant for knowledge workers, automating repetitive enterprise tasks such as data extraction, report generation, routine system updates, and form filling across everyday productivity tools like Excel, Tableau, Airtable, and Photoshop. By mimicking human interaction through clicks and typing without requiring costly or complex third-party API integrations, Adept AI helps organizations streamline operations and enhance workforce productivity. Financially, Adept AI rapidly emerged as a highly capitalized player in the generative AI ecosystem. The company raised a total of $415 million across two primary funding rounds. Following an initial $65 million Series A round in April 2022, it secured a massive $350 million Series B round in March 2023. This latter round was co-led by General Catalyst and Spark Capital, with participation from major institutional and strategic investors including Greylock, Nvidia, Microsoft, Atlassian Ventures, and Workday Ventures, pushing the company's post-money valuation to approximately $1 billion. In mid-2024, Adept AI underwent a significant operational and strategic pivot due to the high computational costs associated with training foundational models. The startup entered into a major technology licensing agreement with Amazon, which subsequently hired a significant portion of Adept's core talent and leadership, including CEO David Luan, to bolster its internal Artificial General Intelligence (AGI) efforts. Following this reverse acqui-hire transaction, which faced regulatory scrutiny from agencies like the FTC, Adept AI shifted its focus away from building baseline foundational models. Instead, the company repurposed its strategy entirely toward developing and scaling specialized enterprise solutions and agentic AI tools that utilize a combination of proprietary tech and licensed third-party models. Currently operating with a streamlined workforce, Adept AI continues to leverage its intelligence platform to deliver automation solutions tailored for commercial, administrative, and enterprise operations.