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.
MindsDB is a San Francisco open-source AI integration platform that lets developers query AI models and automate predictions using SQL; raised $25M Series A in 2022 from Benchmark and others;
MindsDB is an open-source AI integration platform founded in 2017 by Jorge Torres and Adam Carrigan, headquartered in San Francisco, California. The company's core innovation is enabling developers and data engineers to interact with machine learning models and AI capabilities through familiar SQL syntax — treating AI models as "AI Tables" that can be queried, joined, and updated just like regular database tables. Rather than requiring data teams to extract data from databases, run it through separate ML pipelines, and re-import predictions, MindsDB allows ML inference to happen inside the database layer using SQL, dramatically reducing integration complexity and latency for AI-powered applications.
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