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NEW YORK DAWN™ > Blog > Technology > OpenCV founders launch AI video startup to tackle OpenAI and Google
OpenCV founders launch AI video startup to tackle OpenAI and Google
Technology

OpenCV founders launch AI video startup to tackle OpenAI and Google

Last updated: November 19, 2025 3:08 pm
Editorial Board Published November 19, 2025
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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 practical 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 some of the vital 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 industrial 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.

"If you really try to create a video with one of these video generation systems, you find that a lot of the times you want to implement a certain creative vision, and regardless of how detailed the instructions are, the systems basically ignore a part of your instructions," stated Victor Erukhimov, CraftStory's founder and CEO, in an unique interview with VentureBeat. "We developed a system that can generate videos basically as long as you need 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 totally different method 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 giant three-dimensional volumes the place time represents the third axis. To generate an extended video, these fashions require proportionally bigger networks, extra coaching information, and considerably extra computational sources.

CraftStory as a substitute runs a number of smaller diffusion algorithms concurrently throughout the complete period of the video, with bidirectional constraints connecting them. "The latter part of the video can influence the former part of the video too," Erukhimov defined. "And this is pretty important, because if you do it one by one, then an artifact that appears in the first part propagates to the second one, and then it accumulates."

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

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

"What we showed is that you don't need a lot of data and you don't need a lot of training budget to create high quality videos," Erukhimov stated. "You just need high quality data."

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 information 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 completely from Andrew Filev, who offered his challenge 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 large capital is prerequisite for fulfillment. "I don't necessarily buy the thesis that compute is the path to success," he stated. "It definitely helps if you have compute. But if you raise a billion dollars on a PowerPoint, in the end, no one is happy, neither the founders nor the investors."

Filev defended the David-versus-Goliath method. "When you invest in startups, you're fundamentally betting on people," he stated in an interview with VentureBeat. "To paraphrase Margaret Mead: never underestimate what a small group of thoughtful, committed engineers and scientists can build."

He argued that CraftStory advantages from a targeted technique. "The big labs are in an arms race to build general-purpose video foundation models," Filev stated. "CraftStory is riding that wave and going very deep into a specific format: long-form, engaging, 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 slightly than the transformer architectures which have dominated current AI advances. He was an early contributor to OpenCV — the Open Supply Pc Imaginative and prescient Library that has develop into the de facto commonplace for laptop imaginative and prescient purposes, with over 84,000 stars on GitHub.

When Intel diminished its help 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 techniques earlier than Intel acquired it in 2016.

Filev stated this background is exactly what makes Erukhimov well-positioned for video technology. "What people sometimes miss is that generative AI video isn't just about the generative part. It's about understanding motion, facial dynamics, temporal coherence, and how humans actually move," Filev stated. "Victor has spent his career mastering exactly those problems."

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 are definitely thinking about B2B more than consumer," Erukhimov stated. "We're thinking about companies, specifically software companies, being able to make cool training videos and product videos and launch videos."

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’t successfully reveal learn how to use enterprise software program or clarify a fancy product characteristic.

"If you need a longer-form video, then you should go with us," Erukhimov stated. "We can create up to five minutes, consistent video, high quality."

Filev echoed this evaluation. "One huge gap in this market is the lack of models that can generate consistent videos over longer sequences — and that's extremely important for real-world use," he stated. "If you're creating a commercial for your company, a 10-second video, no matter how good it looks, just isn't enough. You need 30 seconds, you need two minutes — you need more."

The corporate anticipates value financial savings for purchasers. Filev advised that "a small business owner could create content in minutes that previously would have cost $20,000 and taken two months to produce."

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

The subsequent main improvement on CraftStory's roadmap is a text-to-video mannequin that might enable customers to generate long-form content material immediately from scripts. The staff can be creating help for moving-camera eventualities, together with the favored "walk-and-talk" format widespread in high-end promoting.

The place CraftStory suits in a fragmented aggressive panorama

CraftStory enters a crowded and quickly evolving market. OpenAI's Sora 2, whereas not but publicly accessible, has generated vital buzz. Google's Veo fashions are advancing shortly. Runway, Pika, and Stability AI all supply video technology instruments with totally different capabilities.

Erukhimov acknowledged the aggressive strain 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 slightly than counting on technical moats.

Filev sees the market fragmenting into distinct layers, with giant tech corporations serving as "API providers of powerful, general-purpose generation models" whereas specialised gamers like CraftStory give attention to particular use circumstances. "If the big players are building the engines, CraftStory is building the production studio and assembly line on top," 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 interested by 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 soon become the primary way companies communicate their stories," he stated.

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