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.
Hamburg modular product management platform with customizable prioritization scoring and roadmaps for 2,000+ teams; $7.5M Sequoia-backed competing with Productboard and Aha! for product strategy tooling.
Airfocus is a Hamburg-based modular product management platform enabling product teams to prioritize features, create visual roadmaps, and align stakeholders around product strategy — providing a flexible alternative to rigid product management tools with customizable prioritization frameworks, multiple roadmap views (timeline, board, list, matrix), and integrations with Jira, GitHub, Trello, and Linear. Founded in 2017 by Malte Scholz and Christian Hoffmann and backed with $7.5 million raised from Sequoia's Scout Program and others, Airfocus serves 2,000+ product teams including Publicis Sapient, Dolby, and Volkswagen for product strategy and roadmap communication.
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