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Technology

OpenCV founders launch AI video startup to tackle OpenAI and Google

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Last updated: November 19, 2025 3:52 pm
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OpenCV founders launch AI video startup to tackle OpenAI and Google
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Contents
How parallel processing solves the long-form video downsidePreventing a warfare chest battle with $2 million in opposition to 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 expertise that generates sensible 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 one of the important limitations plaguing the nascent AI video business: length. 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 industrial worth for enterprises struggling to scale video manufacturing for coaching, advertising, and buyer schooling — markets the place temporary AI-generated clips have confirmed insufficient regardless of their visible polish.

"For those who actually attempt to create a video with certainly one of these video technology methods, you discover that a number of the instances you wish to implement a sure inventive imaginative and prescient, and no matter how detailed the directions are, the methods 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 downside

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

Conventional video technology fashions work by operating 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 sources.

CraftStory as a substitute runs a number of smaller diffusion algorithms concurrently throughout the complete length 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 essential, as a result of in the event you do it one after the other, then an artifact that seems within the first half propagates to the second, after which it accumulates."

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

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

"What we confirmed is that you simply don't want a number of knowledge and also you don't want a number of coaching funds to create prime quality movies," Erukhimov stated. "You simply want prime quality knowledge."

Mannequin 2.0 at the moment 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 gives 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 complicated lip-sync system synchronizes mouth actions to scripts or audio tracks, whereas gesture alignment algorithms guarantee physique language matches speech rhythm and emotional tone.

Preventing a warfare chest battle with $2 million in opposition to billions

CraftStory's funding comes nearly fully from Andrew Filev, who offered his undertaking administration software program firm Wrike to Citrix for $2.25 billion in 2021 and now runs Zencoder, an AI coding firm. The modest increase 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 huge capital is prerequisite for achievement. "I don't essentially purchase the thesis that compute is the trail to success," he stated. "It positively helps if in case you have compute. However in the event you increase a billion {dollars} on a PowerPoint, ultimately, nobody is pleased, neither the founders nor the buyers."

Filev defended the David-versus-Goliath strategy. "Whenever 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 targeted technique. "The large labs are in an arms race to construct general-purpose video basis fashions," Filev stated. "CraftStory is driving that wave and going very deep into a selected 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 change into the de facto customary for laptop imaginative and prescient purposes, 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 aim of sustaining and advancing the library. The corporate expanded OpenCV considerably and pivoted towards automotive security methods earlier than Intel acquired it in 2016.

Filev stated this background is exactly what makes Erukhimov well-positioned for video technology. "What individuals typically miss is that generative AI video isn't simply in regards to the generative half. It's about understanding movement, facial dynamics, temporal coherence, and the way people really 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 inventive instruments for shoppers, CraftStory is pursuing a decidedly enterprise-focused technique.

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

The logic is simple: company coaching, product tutorials, and buyer schooling movies usually run a number of minutes and require constant high quality all through. A ten-second AI clip can not successfully show the best way to use enterprise software program or clarify a posh product characteristic.

"For those who want a longer-form video, then it’s best to go together with us," Erukhimov stated. "We will create as much as 5 minutes, constant video, prime quality."

Filev echoed this evaluation. "One big hole on this market is the shortage of fashions that may generate constant movies over longer sequences — and that's extraordinarily essential for real-world use," he stated. "For those who're making a industrial on your firm, a 10-second video, irrespective of how good it appears to be like, simply isn't sufficient. You want 30 seconds, you want two minutes — you want extra."

The corporate anticipates price financial savings for patrons. Filev urged 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 inventive companies that produce video content material for company shoppers, with the worth proposition centered on price and pace: companies can document an actor on digital camera and remodel that footage right into a completed AI video, somewhat than managing costly multi-day shoots.

The following main improvement on CraftStory's roadmap is a text-to-video mannequin that will permit customers to generate long-form content material immediately from scripts. The workforce can be growing 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 supply video technology instruments with totally different capabilities.

Erukhimov acknowledged the aggressive stress however emphasised that CraftStory serves a definite area of interest targeted on human-centric movies. He positioned fast 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 give attention to particular use instances. "If the massive gamers are constructing the engines, CraftStory is constructing the manufacturing studio and meeting line on prime," he stated.

Mannequin 2.0 is out there now at app.craftstory.com/model-2.0, with the corporate providing early entry to customers and enterprises taken with testing the expertise. Whether or not a lightly-funded startup can seize significant market share in opposition to deep-pocketed incumbents stays unsure, however Erukhimov is characteristically assured in regards to the alternative forward.

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

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