Side-by-side comparison of AI visibility scores, market position, and capabilities
Raised $20M Series B (Jun 2025). 7x revenue growth in 2024. Managing $3B in cloud spend. 92% POC-to-customer conversion. Serves Palo Alto Networks, Experian, McGraw Hill.
Sedai is an autonomous cloud cost optimization platform — a "self-driving cloud" — that continuously adjusts compute resources without human intervention, managing over $3 billion in annual cloud spend for enterprise customers including Palo Alto Networks, Experian, and McGraw Hill. The company raised $20 million in Series B financing in June 2025, reporting 7x revenue growth in 2024 and an exceptional 92% proof-of-concept to paying customer conversion rate.
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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