Side-by-side comparison of AI visibility scores, market position, and capabilities
1M+ customers including Apple, Netflix, NASA. Emmy Award Dec 2025. Adobe Firefly integration live. NVIDIA partnership. NeuroStream on-device inference (Mar 2026). Expanding via Astra API.
Topaz Labs develops AI-powered video enhancement software — upscaling, noise reduction, motion deblurring, and frame interpolation — that has become the industry standard for professional video post-production. The company serves 1 million+ customers including Apple, Netflix, and NASA, and received an Emmy Award in December 2025 for technical achievement in video processing. In December 2025, Topaz Labs was integrated into Adobe Firefly, embedding its AI enhancement capabilities into every professional video editor's existing workflow.
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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