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OpenCV founders launch AI video startup to tackle OpenAI and Google
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OpenCV founders launch AI video startup to tackle OpenAI and Google

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Last updated: November 19, 2025 3:06 pm
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Published: November 19, 2025
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Contents
How parallel processing solves the long-form video drawbackCombating a battle chest battle with $2 million towards billionsWhy laptop imaginative and prescient experience issues in generative AI videoEnterprise focus targets coaching movies and product demosThe place CraftStory matches in a fragmented aggressive panorama

A brand new synthetic intelligence startup based by the creators of the world's most generally used laptop imaginative and prescient library has emerged from stealth with know-how that generates reasonable human-centric movies as much as 5 minutes lengthy — a dramatic leap past the capabilities of rivals together with OpenAI's Sora and Google's Veo.

CraftStory, which launched Tuesday with $2 million in funding, is introducing Mannequin 2.0, a video technology system that addresses probably the most important limitations plaguing the nascent AI video business: period. Whereas OpenAI's Sora 2 tops out at 25 seconds and most competing fashions generate clips of 10 seconds or much less, CraftStory's system can produce steady, coherent video performances that run so long as a typical YouTube tutorial or product demonstration.

The breakthrough might unlock substantial business worth for enterprises struggling to scale video manufacturing for coaching, advertising and marketing, and buyer schooling — markets the place transient AI-generated clips have confirmed insufficient regardless of their visible polish.

"Should you actually attempt to create a video with considered one of these video technology programs, you discover that loads of the instances you need to implement a sure artistic imaginative and prescient, and no matter how detailed the directions are, the programs principally ignore part of your directions," stated Victor Erukhimov, CraftStory's founder and CEO, in an unique interview with VentureBeat. "We developed a system that may generate movies principally so long as you want them."

How parallel processing solves the long-form video drawback

CraftStory's advance rests on what the corporate describes as a parallelized diffusion structure — a basically completely different method to how AI fashions generate video in comparison with the sequential strategies employed by most rivals.

Conventional video technology fashions work by working diffusion algorithms on more and more massive three-dimensional volumes the place time represents the third axis. To generate an extended video, these fashions require proportionally bigger networks, extra coaching knowledge, and considerably extra computational assets.

CraftStory as an alternative runs a number of smaller diffusion algorithms concurrently throughout all the period of the video, with bidirectional constraints connecting them. "The latter a part of the video can affect the previous a part of the video too," Erukhimov defined. "And that is fairly necessary, as a result of should you do it one after the other, then an artifact that seems within the first half propagates to the second, after which it accumulates."

Moderately than producing eight seconds after which stitching on further segments, CraftStory's system processes all 5 minutes concurrently by way of interconnected diffusion processes.

Crucially, CraftStory skilled its mannequin on proprietary footage somewhat than relying solely on internet-scraped movies. The corporate employed studios to shoot actors utilizing high-frame-rate digicam programs that seize crisp element even in fast-moving parts like fingers — avoiding the movement blur inherent in commonplace 30-frames-per-second YouTube clips.

"What we confirmed is that you just don't want loads of knowledge and also you don't want loads of coaching price range to create prime quality movies," Erukhimov stated. "You simply want prime quality knowledge."

Mannequin 2.0 presently operates as a video-to-video system: customers add a nonetheless picture to animate and a "driving video" containing an individual whose actions the AI will replicate. CraftStory supplies preset driving movies shot with skilled actors, who obtain income shares when their movement knowledge is used, or customers can add their very own footage.

The system generates 30-second clips at low decision in roughly quarter-hour. A sophisticated lip-sync system synchronizes mouth actions to scripts or audio tracks, whereas gesture alignment algorithms guarantee physique language matches speech rhythm and emotional tone.

Combating a battle chest battle with $2 million towards billions

CraftStory's funding comes virtually completely from Andrew Filev, who offered his venture administration software program firm Wrike to Citrix for $2.25 billion in 2021 and now runs Zencoder, an AI coding firm. The modest elevate stands in stark distinction to the billions flowing into competing efforts — OpenAI has raised over $6 billion in its newest funding spherical alone.

Erukhimov pushed again on the notion that large capital is prerequisite for achievement. "I don't essentially purchase the thesis that compute is the trail to success," he stated. "It undoubtedly helps when you have compute. However should you elevate a billion {dollars} on a PowerPoint, in the long run, nobody is comfortable, neither the founders nor the traders."

Filev defended the David-versus-Goliath method. "Once you put money into startups, you're basically betting on individuals," he stated in an interview with VentureBeat. "To paraphrase Margaret Mead: by no means underestimate what a small group of considerate, dedicated engineers and scientists can construct."

He argued that CraftStory advantages from a centered technique. "The large labs are in an arms race to construct general-purpose video basis fashions," Filev stated. "CraftStory is using that wave and going very deep into a particular format: long-form, partaking, human-centric video."

Why laptop imaginative and prescient experience issues in generative AI video

Erukhimov's credibility stems from his deep roots in laptop imaginative and prescient somewhat than the transformer architectures which have dominated latest AI advances. He was an early contributor to OpenCV — the Open Supply Laptop Imaginative and prescient Library that has turn into the de facto commonplace for laptop imaginative and prescient functions, with over 84,000 stars on GitHub.

When Intel decreased its assist for OpenCV within the mid-2000s, Erukhimov co-founded Itseez with the express purpose of sustaining and advancing the library. The corporate expanded OpenCV considerably and pivoted towards automotive security programs earlier than Intel acquired it in 2016.

Filev stated this background is exactly what makes Erukhimov well-positioned for video technology. "What individuals generally miss is that generative AI video isn't simply concerning the generative half. It's about understanding movement, facial dynamics, temporal coherence, and the way people truly transfer," Filev stated. "Victor has spent his profession mastering precisely these issues."

Enterprise focus targets coaching movies and product demos

Whereas a lot of the general public pleasure round AI video technology has centered on artistic instruments for customers, CraftStory is pursuing a decidedly enterprise-focused technique.

"We’re undoubtedly occupied with B2B greater than shopper," Erukhimov stated. "We're occupied with firms, particularly software program firms, with the ability to make cool coaching movies and product movies and launch movies."

The logic is easy: company coaching, product tutorials, and buyer schooling movies typically run a number of minutes and require constant high quality all through. A ten-second AI clip can’t successfully display use enterprise software program or clarify a fancy product characteristic.

"Should you want a longer-form video, then you need to go together with us," Erukhimov stated. "We are able to create as much as 5 minutes, constant video, prime quality."

Filev echoed this evaluation. "One large hole on this market is the dearth of fashions that may generate constant movies over longer sequences — and that's extraordinarily necessary for real-world use," he stated. "Should you're making a business in your firm, a 10-second video, irrespective of how good it seems, simply isn't sufficient. You want 30 seconds, you want two minutes — you want extra."

The corporate anticipates price financial savings for purchasers. Filev prompt that "a small enterprise proprietor might create content material in minutes that beforehand would have price $20,000 and brought two months to supply."

CraftStory can be courting artistic companies that produce video content material for company purchasers, with the worth proposition centered on price and velocity: companies can report an actor on digicam and rework that footage right into a completed AI video, somewhat than managing costly multi-day shoots.

The subsequent main growth on CraftStory's roadmap is a text-to-video mannequin that will permit customers to generate long-form content material straight from scripts. The workforce can be creating assist for moving-camera situations, together with the favored "walk-and-talk" format frequent in high-end promoting.

The place CraftStory matches in a fragmented aggressive panorama

CraftStory enters a crowded and quickly evolving market. OpenAI's Sora 2, whereas not but publicly out there, has generated important buzz. Google's Veo fashions are advancing rapidly. Runway, Pika, and Stability AI all provide video technology instruments with completely different capabilities.

Erukhimov acknowledged the aggressive strain however emphasised that CraftStory serves a definite area of interest centered on human-centric movies. He positioned speedy innovation and market seize as the corporate's main technique somewhat than counting on technical moats.

Filev sees the market fragmenting into distinct layers, with massive tech firms serving as "API suppliers of highly effective, general-purpose technology fashions" whereas specialised gamers like CraftStory concentrate on particular use circumstances. "If the massive gamers are constructing the engines, CraftStory is constructing the manufacturing studio and meeting line on high," he stated.

Mannequin 2.0 is obtainable now at app.craftstory.com/model-2.0, with the corporate providing early entry to customers and enterprises eager about testing the know-how. Whether or not a lightly-funded startup can seize significant market share towards deep-pocketed incumbents stays unsure, however Erukhimov is characteristically assured concerning the alternative forward.

"AI-generated video will quickly turn into the first approach firms talk their tales," he stated.

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