Adobe Buys Topaz Labs: Emmy-Winning AI for Every Creative

Adobe is acquiring Topaz Labs, maker of Emmy-winning AI video upscaling and image retouching tools that run on your own GPU — not in the cloud.

4 min readEAEvgenii ArsentevEvgenii Arsentev · PhD

Adobe announced it is acquiring Topaz Labs, a company that spent over two decades building some of the most precise AI image and video enhancement tools in the creative industry. Financial terms were not disclosed; the deal is expected to close in the second half of 2026. Topaz won an Emmy Award in 2025 for its video technology and already has some of its tools integrated into Adobe's Creative Cloud suite.

Topaz's two flagship products are Astra, which uses AI to upscale video to higher resolutions, and Wonder, which handles image retouching and enhancement. Both tools are used by professionals in television and film production. But what makes Topaz strategically valuable to Adobe may be less about the finished effects and more about the engineering underneath: Topaz figured out how to run large, compute-hungry AI models directly on consumer-grade GPUs — without routing anything through the cloud.

Why on-device AI changes the equation for creatives

Almost every AI-powered image and video tool today works the same way: you upload your file to a remote server, the AI processes it there, and the result comes back to you. This creates a bottleneck — bandwidth, latency, and the fact that your footage leaves your machine at all. Topaz took a different path, squeezing powerful models onto the GPU already sitting in your editing workstation. That means faster results, no upload wait, and the ability to work with sensitive client material without it ever touching an external server.

Adobe VP of product marketing Deepa Subramaniam pointed directly to this capability as the rationale: "Topaz Labs brings deep expertise in optimizing large, complex AI models to run directly on device, a capability that will allow Adobe to deliver faster, more responsive experiences for customers and make advanced AI more accessible and cost-effective for creatives."

Adobe's integration plan covers both directions: Topaz models will be folded into the Firefly AI app and across the company's image and video editing suite — Premiere, Lightroom, and the rest. At the same time, Topaz's standalone applications will remain available on Adobe's website as independent purchases. So the professional audience that relies on Topaz Video AI or Topaz Photo AI today doesn't lose access; the tools just gain a much wider distribution network.

What this means in practice

Noise reduction, upscaling, archival restoration — these tasks will get meaningfully better inside the apps most creatives already use. And because the processing happens locally, slower internet connections and stricter privacy requirements stop being a barrier to professional-quality results.

The competitive context

Adobe is navigating an increasingly competitive landscape. Canva has pushed hard into professional design from the consumer end; Blackmagic Design owns a significant share of the high-end video editing market; and a wave of AI-native creative tools is multiplying fast. Adding Topaz's on-device AI expertise is a concrete technical advantage — not just a feature announcement, but a capability that rivals will find difficult to match without similar years of infrastructure work.

For anyone who shoots video, edits photos, or works with archival footage professionally, this acquisition signals that the gap between cloud-dependent AI tools and locally-run professional quality is about to narrow significantly inside the Creative Cloud ecosystem.

#adobe#ai tools#video ai#creative cloud#on-device ai

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EAEvgenii Arsentev

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Evgenii Arsentev

PhD · Chief Product Officer at a tech company

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Source: techcrunch.com