WSC Sports says more than 700 sports organizations, including the NBA, NFL, NHL and ESPN, now use its AI to turn live broadcasts into highlights, and during the 2022 World Cup in Qatar its partners published 6,780 videos to YouTube that drew more than 337 million views. It is the most established automated highlights platform for leagues, rights holders and broadcasters that need clips out while a game is still on. It is designed for organizations that hold the rights to live sports video, and pricing is by quote.
The platform watches the feed, finds each play, cuts it and sends packaged clips and Stories to apps, social channels, OTT services and TV. Newer generative products add AI commentary and animated shows. We rate it 7.9/10 on our scale, with quote-only pricing as the main factor in the score. We have not used WSC Sports ourselves; this review is based on the company’s announcements, press interviews and coverage from sports business outlets.
700 Clients Turning Live Feeds Into Highlights
- WSC Sports says it has more than 700 clients, up from more than 200 in 2021 and more than 300 rights holders and broadcasters in 2023, with the NBA, NFL, NHL and ESPN among them.
- During the 2022 World Cup, partners published 6,780 YouTube videos made with the platform, drawing more than 337 million views.
- The AI reads the picture, the audio and live stats together, needs no special hardware and publishes clips in real time.
- There is no public price list; expect an enterprise contract and a sales process.
- Fully automatic output has drawn questions in the press, so broadcasters should keep human review rules for sensitive moments.
Seasons, Tournaments and Executive Interviews
WSC Sports has published usage figures from several seasons and tournaments, and its executives have given recent interviews. These are the facts we could confirm on the source pages.
| Fact | Detail | Source and Date |
|---|---|---|
| Client base | More than 700 clients worldwide, including the NBA, NFL, NHL and ESPN | CTech interview with Itai Epstein, July 1, 2026 |
| Earlier client counts | More than 200 customers in 2021; more than 300 rights holders and broadcasters, including the NBA, LaLiga, the ATP and ESPN, by 2023 | WSC Sports press release, February 15, 2022; SportCal, March 10, 2023 |
| Latest disclosed funding | $100 million Series D led by ION Crossover Partners, with Intel Capital, O.G. Tech and Detroit Venture Partners | WSC Sports press release, February 15, 2022 |
| 2021 output | More than 3.4 million highlights created, which the company describes as over nine years of video | WSC Sports press release, February 15, 2022 |
| WSC Stories | More than 6,000 Stories in 2021 with close to 100 million views and an average click-through rate above 11% | WSC Sports press release, February 15, 2022 |
| 2022 World Cup | 807 hours of highlights; 6,780 videos published to YouTube with more than 337 million views; 17,808 highlights posted to Twitter | SportCal feature, March 10, 2023 |
| 2026 World Cup | Content for Kan 11, FIFA, host broadcaster HBS and more than 30 broadcasters, which Epstein says was produced without human editing | CTech, July 1, 2026 |
| Generative AI group | Launched with 22 full-time staff; first product was AI audio commentary, built on a sports-specific multimodal model the company calls the Large Sport Model | WSC Sports announcement, May 14, 2024 |
| WSC Studios | Animated NBA series for children featuring characters Alley and Oop, voiced with cloned voices of paid actors; a show that took a year can now be made in weeks or months, per Epstein | CTech, July 1, 2026 |
| Press scrutiny | Futurism questioned whether the claims of output made without human input reflect real results | Futurism, July 5, 2026 |
| New client example | Indian sports streaming platform FanCode signed on for AI highlights | SportBusiness, viewed October 2026 |
The growth in clients, from more than 200 in 2021 to more than 700 by mid-2026, shows the product has moved well beyond a handful of top leagues. The World Cup figures show the main reason rights holders buy it: volume. Nearly 18,000 highlights on Twitter and 6,780 YouTube videos in one tournament is output no human team produces at that speed.
The numbers also need context. Almost every figure comes from the company or its executives, and the most recent claims about content made without human input have been questioned in the press. Buyers should treat these as the upper end of what the platform can do and test it on their own feeds.
Cloud Detection, Cutting and Packaging of Live Games
WSC Sports runs as a cloud service. A rights holder or broadcaster points its live feed at the platform, and the AI handles detection, cutting, packaging and distribution. CEO Daniel Shichman has said the company does not use special hardware and that clients do not need to understand the technology or know how to edit video.
What the AI Watches
According to a 2023 SportCal feature, the system analyzes three layers of each broadcast at the same time:
- Visual: player movement, scorelines and on-screen graphics.
- Audio: whistles, crowd reaction and the tone of the commentators.
- Data: live stats and event feeds for the game.
From those signals it identifies and tags events as they happen and decides where each play begins and ends. The company says it analyzes tens of millions of events in real time across its customers.
From Play to Published Clip
- Detect: the AI flags each play, such as a goal, a dunk or a wicket, and tags it with players, teams and game context.
- Cut: it trims the clip to the start and end of the play without an editor.
- Package: clips are grouped into highlight packages by player, team, game or theme, and into WSC Stories for mobile feeds.
- Brand: customers can add sponsor overlays and calls to action that drive sign-ups, and collect first-party fan data for offers.
- Publish: output goes to websites, apps, OTT services, TV and social platforms such as YouTube and X.
The Generative AI Layer
In May 2024 WSC Sports set up a generative AI group of 22 people led by Itai Epstein. Its first product was AI-generated audio commentary, launched with one of the largest sports leagues. The group builds on what the company calls the Large Sport Model, a set of pre-trained and fine-tuned models for text, audio and video that can be tuned to a rights holder’s own footage and fan interests.
By 2026 that work had grown into WSC Studios, which produces animated programming for children, including an NBA series. The voices are cloned from real actors who are paid and share in the show’s success, and text-to-speech models built on those voices handle the rest. Epstein has also mentioned a news division applying the same automation outside sports, and a partnership with Microsoft to make sports archives searchable and personalized.
Rules on Events, Sponsors and Channels Need Setting
Someone has to set the rules: which events count, which sponsors appear on which packages, which channels get which clips and what should never be posted automatically. Rights clearance, editorial standards for sensitive moments and the commercial deals behind sponsored packages remain human work.
Direct Sales to Leagues and Broadcasters, No Price List
WSC Sports does not publish a price list. It sells to leagues, rights holders, broadcasters, OTT services and sports betting operators through direct sales.
| Plan | Price | Billing | What’s Included | Limits |
|---|---|---|---|---|
| Enterprise contract | Quote from WSC Sports | Agreed per contract | Automated highlights, packages, Stories, sponsor tools and distribution; generative products such as AI commentary by arrangement | Set by the sports, volumes and outputs in the agreement |
What Faster Highlights Are Worth to a League
Because contracts are private, the useful question for a buyer is what the output is worth, and the published figures give some guide.
- A league weighing YouTube reach: 337 million views across 6,780 World Cup videos works out to roughly 49,700 views per video. A rights holder can set its own expected views per clip against the cost of a contract and the sponsorship it can sell around those clips.
- A broadcaster using Stories: close to 100 million views across more than 6,000 Stories in 2021 is roughly 16,700 views per Story, at an average click-through rate above 11%. That click-through is the figure to compare with your own app or OTT funnel when pricing a sponsor package.
- A publisher without live rights: the contract buys little, because the platform needs a live feed you control. A self-serve clipping tool such as OpusClip is the more realistic budget line.
Other costs sit outside the contract: the rights themselves, staff time to set rules and review sensitive clips, and the sales effort needed to fill sponsor slots. Ask what happens to pricing when you add sports, leagues or languages.
WSC Sports Compared With Magnifi, Moments Lab and OpusClip
Automated sports and media video splits into live highlight engines for rights holders, archive search tools for newsrooms and self-serve clipping tools for creators. WSC Sports sits at the top of the first group.
| Agent | Starting Price | Free Plan | Main Strength | Main Trade-Off | Best For |
|---|---|---|---|---|---|
| WSC Sports | Custom quote | No public free plan | Real-time highlights at very large scale for major leagues | Quote-only and needs live rights | Major leagues, rights holders and broadcasters |
| Magnifi | Custom quote (tiered subscriptions) | No (free trial for qualifying use cases) | Live and recorded highlights with resizing and export to CMS, S3 and social | Ownership changed after a 2025 acquisition | Federations, mid-size leagues and college athletics |
| Moments Lab | Custom quote | No (demo) | Indexes archives and finds moments from plain-language prompts | Discovery Agent launched in beta for existing users | Newsrooms and studios with large footage libraries |
| OpusClip | Free; paid from $15 a month | Yes (60 credits a month) | Self-serve clipping with captions and auto-posting | Built for recorded video, not live league feeds | Creators and publisher social teams |
For a top-tier league or a broadcaster covering a major tournament, WSC Sports has the longest record and the biggest client list. Magnifi covers similar ground and publishes more about its security badges and trial process, which may suit smaller federations and college programs. Moments Lab is a different tool: it helps editors find moments in years of footage rather than publish live clips. OpusClip is the cheap, self-serve option for recorded shows and podcasts. See more options in our AI agents for media and AI agents for video guides, or compare Echobox for automated social posting of articles.
Major Leagues and Tournament Broadcasters
- Major leagues and governing bodies: partners such as the NBA, NHL and LaLiga show the platform handles high-volume, multi-game schedules.
- Broadcasters with tournament rights: the 2026 World Cup work for Kan 11 and more than 30 broadcasters is the use case it is built for.
- OTT and streaming services: FanCode and YouTube TV are among the platforms that have used it to fill apps with clips.
- Rights holders that sell sponsorship: branded packages and calls to action turn highlights into inventory.
- Sports publishers with clip rights: Bleacher Report has been a named partner, and Stories formats suit mobile audiences.
Publishers Without Rights and Solo Creators
- Publishers without live sports rights: the platform needs a feed you control, so news sites and blogs gain little.
- Creators and podcasters: self-serve tools with public prices, such as OpusClip or Descript Underlord, fit better.
- Small budgets: there is no free plan or published starter price.
- Archive-first newsrooms: if the job is finding moments in old footage, an indexing tool such as Moments Lab is closer to the need.
Event Labeling and Editorial Control
Accuracy and editorial control. Futurism’s July 2026 piece pointed to research finding that AI systems often mislabel sports events, and questioned claims that World Cup content was made without human input. A mistagged play or an injury clip pushed to social channels is a brand risk. Set clear rules for which events publish automatically and which wait for a person.
Dependence on rights. Everything depends on the live feed and the rights attached to it. If rights move to another broadcaster, the automation built around them goes too.
Synthetic voices and characters. AI commentary and cloned voices are newer products. The company says actors are paid and share in success, but buyers should check contracts, labeling and audience reaction before putting synthetic voices in front of fans.
Contract terms. With no public prices, ask how fees scale with sports, games, languages and outputs, who owns generated content and data, and what notice is needed to leave.
Itai Epstein’s Interview at the Microsoft AI Tour
- On July 1, 2026, CTech published an interview with Itai Epstein at the Microsoft AI Tour in Tel Aviv, in which he said WSC Sports has more than 700 clients and produces World Cup content for Kan 11, FIFA, HBS and more than 30 broadcasters.
- On July 5, 2026, Futurism ran a critical article on WSC Sports’ AI-made World Cup and children’s content, questioning how much of it is produced without human input.
- SportBusiness reported that FanCode, the Indian sports streaming platform, agreed to use WSC Sports’ AI highlights technology.
Strong for In-Game Highlights, Priced by Quote
For a league, rights holder or broadcaster that needs highlights out during the game, yes. WSC Sports scores 7.9/10 on our scale: very strong on autonomy, with real-time detection, cutting and publishing at a scale few rivals match, and a lower pricing value score because prices are not published. The client list, now more than 700 organizations including the NBA, NFL and NHL, is the strongest evidence that the product delivers.
Judge it on a pilot with your own feeds: measure how many clips need fixing, how fast they publish and how much sponsor revenue the packages bring in. For anyone without live sports rights, a self-serve tool is the better buy.
What Rights Holders Ask WSC Sports Most
How Much Does WSC Sports Cost?
WSC Sports does not publish prices. Contracts are agreed directly with leagues, rights holders, broadcasters and streaming services, and depend on the sports, volume and outputs involved.
Which Leagues and Broadcasters Use WSC Sports?
Named partners include the NBA, NHL, ESPN, YouTube TV, Bundesliga, FIBA, Tencent, Bleacher Report, LaLiga and the ATP. In 2026 the company said it also works with the NFL, FIFA, host broadcaster HBS and Israeli broadcaster Kan 11.
Does WSC Sports Need Editors to Make Highlights?
The platform detects, cuts and publishes clips on its own, and the company says its 2026 World Cup content needed no human editing. Editors still set rules, manage sponsors and review sensitive moments.
How Is WSC Sports Different From OpusClip?
WSC Sports works on live league feeds for rights holders and publishes clips in real time under an enterprise contract. OpusClip is a self-serve tool with a free plan that turns recorded videos, such as podcasts and interviews, into short clips.
Where Does WSC Sports Fit Less Well?
It is built for footage you hold the rights to rather than general video editing, and the commercial work of selling sponsorships around its branded packages stays with your team.

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