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Adobe acquires Topaz Labs to fold on-device AI upscaling into Firefly

The deal brings Topaz's Astra video upscaler and Wonder image enhancer into Creative Cloud as Adobe fends off Canva and Blackmagic.

Jaeden Schafer
Editor in Chief · · 4 min read
Adobe acquires Topaz Labs to fold on-device AI upscaling into Firefly

Adobe is acquiring Topaz Labs, the Emmy-winning maker of AI video and image enhancement tools, and will fold its models into Firefly and the broader Creative Cloud suite. The deal, announced Thursday, gives Adobe ownership of Astra, Topaz's AI video upscaler, and Wonder, its image retouching and enhancement model. Adobe said the transaction will close in the second half of 2026.

Terms were not disclosed. Topaz has existed for more than two decades, building enhancement software long before generative AI became table stakes for creative tools, and won an Emmy last year for its production technology. The startup has more recently shipped technology that lets large video models run on consumer-grade GPUs — the capability that appears to have caught Adobe's attention.

Topaz's tools are already bundled into parts of Creative Cloud through earlier partnerships, so the acquisition is less a cold introduction than a formal takeover of a vendor whose work Adobe customers were already paying for indirectly. Adobe said Topaz's offerings will continue to be available as stand-alone services through its website after the deal closes.

Key facts

  • 01Adobe is acquiring Topaz Labs, an Emmy-winning maker of AI video and image enhancement tools founded more than two decades ago.
  • 02Topaz's Astra video upscaler and Wonder image retouching model will be integrated into Firefly and Adobe's broader Creative Cloud suite.
  • 03The transaction is expected to close in the second half of 2026.
  • 04Topaz's tools will remain available as stand-alone services through its website after the deal closes.
  • 05Adobe is buying capability in running large media models on consumer-grade GPUs, a gap as it competes with Canva and Blackmagic's DaVinci Resolve.

The pitch from Adobe is that creators stitching together real-life footage and AI-generated clips need tools that sharpen detail, suppress noise, and restore archival material — and that on-device inference makes that workflow cheaper and faster than routing every frame through a cloud GPU. Topaz's optimization work on consumer hardware is the technical asset here, not the underlying models themselves.

Deepa Subramaniam, VP of product marketing for Creative Cloud at Adobe, framed the acquisition around that on-device argument.

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.
Deepa Subramaniam, VP of product marketing for Creative Cloud at Adobe

Subramaniam added that Topaz is trusted by designers, video professionals, photographers, and enterprise creative teams — a customer overlap that makes integration into Firefly and Creative Cloud relatively straightforward.

The competitive backdrop matters. Adobe is fighting Canva on the design side and Blackmagic Design's DaVinci Resolve on the video side, with both rivals shipping their own AI features at speed. Canva has spent the past two years pushing into territory Adobe historically owned, and DaVinci Resolve has become the default for a generation of independent video editors who never paid for Premiere. Buying Topaz removes one more reason for a Creative Cloud subscriber to leave Adobe's ecosystem for an enhancement workflow.

Adobe has spent the past 18 months packing AI into every app it ships and building Firefly into a standalone media studio rather than a feature inside Photoshop. The Topaz deal fits that pattern: rather than build an upscaler and noise-reduction stack from scratch, Adobe is buying a mature, professionally trusted toolchain and dropping it into the studio it has already built around it.

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The risks are the usual ones for vendor-to-Adobe acquisitions. Topaz's stand-alone customer base — many of whom run the software outside Creative Cloud entirely — will watch closely to see whether pricing, licensing, and the desktop apps survive the integration intact. Adobe's commitment to keep Topaz available as stand-alone services through its website is the first reassurance on that front, but the second-half-of-2026 close leaves room for revisions.

For Adobe, the strategic question is whether owning best-in-class enhancement closes the gap that Canva and Blackmagic have been steadily widening on workflow simplicity and price. Buying Topaz doesn't make Premiere easier to use or Creative Cloud cheaper, but it does mean the AI enhancement step in a hybrid live-action-plus-generative pipeline now lives natively inside Adobe's stack — and runs locally rather than burning cloud compute. That is the bet: that on-device inference, professionally tuned, becomes the wedge that keeps high-end creative work inside Firefly instead of leaking out to whatever specialist tool ships next.

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