Friday, 27 February 2026

Paramount Skydance and Warner Bros. Discovery Reshape Streaming’s Power Balance

Streaming Media

article here

The proposed merger of Skydance, Paramount Global with Warner Bros. Discovery is being framed through the usual lenses — debt loads, political sensitivities, and regulatory scrutiny in the U.S. and Europe. But the real story is simpler and more strategic: this is a scale play built around intellectual property.
If approved, the $111 billion deal would unite two major Hollywood studios and one of the deepest content libraries in the industry.
“For all the regulatory noise, this deal ultimately comes back to the fundamentals of the entertainment business,” says Ed Barton, Research Director at Caretta Research. “Control of premium IP, global distribution, maximise engagement and build scale that compounds.”
Paramount’s franchises (Star Trek, Mission: Impossible, Transformers, and SpongeBob SquarePants among them) combined with HBO’s premium positioning create a formidable global streaming proposition.
“A supercharged Max platform (bolstered by Paramount IP) would immediately become a more credible challenger to Netflix — not necessarily in raw scale on day one, but in depth and variety of monetizable franchises,” says Barton. “And while Netflix loses access to Warner Bros. IP in this scenario, it is far from vulnerable. It remains the most effective company in the market at monetising IP at global scale.”
Media analyst Paolo Pescatore agrees that Netflix is no loser. “The practical outcome is Paramount becomes the clear front-runner, while Netflix takes the termination economics and keeps its powder dry. Netflix is prioritising capital discipline over scale at any price. On this basis, it's a really smart move.”
Paramount hasn’t yet clarified whether it plans to run HBO as a separate entity or integrate it into Paramount+. There are existing distribution and licensing deals in place, so consumers likely won’t see immediate changes.
Guy Petty, the Founder of Fulcrum Media and a former Paramount executive says Paramount will need time to figure out exactly what it wants to do with assets like HBO.
“I believe they’ll keep both major brands alive. HBO is an extremely strong brand, and Paramount is as well. Paramount has made solid progress with its streaming services, so it probably makes sense to maintain both platforms rather than consolidate them too quickly,” he told BBC Radio 4.
A combined HBO/HBO+ (120m global subs) and Paramount Plus (78m) would leapfrog Disney+ (132m) but fall short of Netflix 325m global base. WBD said this week it expected to amass 160m streaming subs by end of the year. But it is engagement, not subscribers, that is the new battleground.
“The streaming growth story has shifted,” Barton says. “In most developed markets, subscriber growth is flattening. The new strategic focus is engagement: How do you increase time spent? How do you deepen franchise attachment? How do you maximise lifetime value per user?”
A reinforced HBO/Paramount competing with Netflix at global scale raises uncomfortable questions for Disney, Amazon and NBCUniversal (Comcast). Disney+ may dominate with younger audiences but a combined HBO/Paramount library is would beat it in volume and diversity.
“These companies will be asking themselves: are we comfortable sitting in third, fourth, or fifth place while Netflix’s scale advantage grows even larger?” says Barton. “There may soon be a significant gap between the top two and the rest and we’re likely past the stage where companies can close that gap through organic growth alone. To catch up, you may have to acquire something meaningful. If you own attractive U.S.-facing IP, someone is almost certainly running the numbers on you.”
Not good news for Hollywood
While there may be fewer qualms among theater owners (or filmmakers like James Cameron who has been vocal in his concern) that the deal with two legendary studios will be disastrous” for cinema the merger could negatively impact the movie production ecosystem on the West Coast.
“There’s significant overlap, and to make this work efficiently in the American film industry, there will almost certainly be job losses,” Barton believes. “There will be ripple effects, and they’ll take time to play out. Ultimately, though, what the market needs is competition — particularly competition between scaled entities capable of investing heavily in great content.
That’s where the real story lies.”
Barton thinks the streaming wars are entering a new phase — one defined less by land-grab subscriber growth and more by scaled competition between a smaller number of deeply capitalised entertainment platforms.
“In that environment, size and library depth matter more than ever,” he says. “Let’s be clear: bringing together overlapping studio operations in the U.S. will mean rationalisation. To make the numbers work, duplication across production, marketing, distribution and corporate functions will have to be addressed. In other words, there will be job losses.”
Cable biz still delivers
 
The bid is for all of WBD including its cable assets. Netflix may not have wanted to get into that business but Paramount with its legacy TV distribution should be able to keep revenue in the black.
“Don’t write off legacy TV just yet,” Barton says. “Linear television is in structural decline particularly among under-45s in the U.S but the story isn’t uniform.
“Local broadcast, especially regional news and community programming, remains resilient. It delivers something that streamers like Netflix, YouTube, or TikTok cannot: trusted, community-focused connection. Broadcasters are still investing in live production technology. That aligns with advertisers’ growing interest in targeting local audiences through trusted regional brands.”
One credible strategy, he suggests, would be spinning off U.S. broadcast networks into a separate entity— “grouping high-growth assets together while managing slower-growth businesses independently.
“These are still large, revenue-generating businesses producing hundreds of millions of dollars annually. Given some of the trends in local broadcasting, there may be a slightly more optimistic outlook than people assume.”
Concern for U.S news gathering
 
One of the biggest questions in the U.S is where this leave CNN. Petty believes there will be possibly significant consolidation. “CBS has a substantial global news-gathering operation so there could be redundancies between CBS News and CNN. That said, CNN performs reasonably well on its own, even though cable news audiences overall are relatively small compared to other media categories.”
The bigger issue may be political direction. CNN is often perceived — particularly by the current White House — as strongly anti–Donald Trump. Meanwhile, CBS has recently been viewed by some critics as shifting its political tone closer to the administration. The question is whether CNN’s editorial independence can be maintained within the new corporate structure.
“There’s always a commercial imperative in these situations, and ultimately, business considerations tend to prevail,” said Petty who added that it’s “more a matter of hope than guarantees” about CNN’s  future editorial  independence. “That uncertainty may not be reassuring for many within CNN,” he said.
Each regulatory authority including those in the United States will review the merger on its own merits. They’ll assess any competition or market concerns specific to their jurisdictions.
In some countries, there may be overlapping assets that raise issues. The process will likely resemble what happened when Disney acquired 20th Century Fox where regulators examined the deal country by country and required adjustments where necessary.
That’s the short-term industrial logic of consolidation in a maturing streaming market. The longer-term strategic question is whether Paramount Skydance leadership can turn that scale into advantage.
“If it’s managed competently, there’s enormous potential,” Barton says. “A strong management team could make all the consumer touchpoints truly hum with an IP library of this scale. Once regulatory uncertainty clears, you would hope leadership focuses on what really matters: distribution expansion, audience satisfaction, growing the appeal of key franchises, and doing the hard work of building a great entertainment business.”
He added, “There’s no doubt this could become an absolutely fantastic entertainment company.”
Gulf States land in Hollywood
The Paramount Skydance offer is being underwritten by state funding from Saudi Arabia and finance Abu Dhabi and the Qatar Investment Authority brokered through Jared Kushner’s Affinity Partners.
Reported first by Streamingmedia the funding was confirmed in December when congressional Democrats warned of a national security threat.
In a filing with the Securities and Exchange Commission, Paramount said the three Middle Eastern funds as well as Kushner’s firm have “agreed to forgo any governance rights — including board representation — associated with their non-voting equity investments.”
The Gulf states and KSA in particular are seeking to engage beyond their borders with soft power. Last September, US games giant Electronic Arts was sold to Saudi Arabia’s sovereign-wealth fund PIF and Kushner’s Affinity Partners for $55bn.
After pouring substantial investment into building a domestic content production base spanning esports, video games, film and TV, KSA can now command a bigger stake in global sports and entertainment.

Thursday, 26 February 2026

Sundance: Representation matters, today more than ever

IBC

Two new films screened at Sundance offer powerful takes on Latino American and Chicano culture as minority communities face attack in the U.S.

article here

First IBC365 goes behind the scenes on autobiographical animation TheyDream then talks to the editor of American Pachuco: The Legend of Luis Valdez.

Every film is personal to greater or lesser degree for its principal filmmakers but few dare to open up their family’s love and grief so intimately as William David Caballero.

His feature TheyDream builds on 20 years of documenting his family and makes creative use of animation styles to bring scenes of his late father back to life. 

Lauded for “fully exploring multiple filmmaking techniques blending craft and emotion” and for its “brutal honesty” TheyDream won a Special Jury Award for Creative Expression at Sundance earlier this year.

“I grew up in a trailer in my grandmother’s backyard in rural North Carolina,” Caballero explains. “My family is Puerto Rican, and I was born in New York City, where there’s a much larger Latino presence. Growing up, I always felt a sense of alienation, disconnected from American society, and especially from media.”

While studying fine art and cinema at the Pratt Institute then New York University he made autobiographical feature American Dreams Deferred which set the tone for a singular visual language rooted in tactile set-building and intergenerational storytelling.

“I didn’t see many authentic representations of people of colour, or at least ones portrayed in a positive light. I realised that I wasn’t seeing stories that reflected people like me, and I felt that I could be a missing link — a role model for a quirky, diverse younger generation of filmmakers.”

That feeling really crystallised in college, when a professor told Caballero that no one would ever be interested in a documentary about his family. “In a way, that was the final ‘no; I was going to accept. I decided to take matters into my own hands.”

In the 15 years since Caballero has been telling stories about his family and about myself. “For me, it was a way to stay creative when I went home. I’m someone who always needs to be working on a project. My first feature was almost like a student project about my family, very cinéma vérité. I was holding the camera and recording constantly.”

In 2015 he created Gran'Pa Knows Best using 3D-printed miniature recreations of his grandfather and “hilarious, hysterical voicemail messages” from his grandfather that his nephew had saved. It ran for two seasons on HBO.

“That was when I realised: I should just keep recording and capturing these moments. Sometimes I’d have deeper conversations with my parents about their lives; other times I’d just collect quirky, mundane audio and transform it into something magical.”

The short Victor & Isolina, documented his grandparents’ separation through recorded dialogue and screened at the 2017 Sundance Film Festival and at the Museum of Modern Art (Documentary Fortnight). A follow-up short Chilly and Milly, explored the impact of his father’s kidney failure on his parents.

TheyDream which he began in 2020 builds on this work and gave him more time to tell a story that unfolds over different periods in his family history.

A Creative Capital award of $50,000 in 2021 enabled him to start production. “Originally, I wanted everything to be 3D printed (all the figures as physical objects) but the cost of modelling, printing, and painting just wasn’t feasible yet. Instead, I hired animators with very specific styles and gave them a lot of creative freedom, while I still storyboarded everything.”

The film’s animation styles ranges from 2D cartoon to graphic-novel–style illustrations, 3D felt animation, and rotoscoping.  The one consistent element throughout is miniature.

“We created miniature sets for the characters to inhabit, and that became a central visual theme,” he says. “I wanted to combine 3D and 2D with more tactile miniature filmmaking, because I think the miniature work makes people pick up the couch or pick up the characters. It makes the characters feel alive.”

In the early stages, when he didn't have the money to hire a miniaturist, he AI-generated dollhouse backgrounds.  Once they received more funding from public media like ITVS and Latino Public Broadcasting Cabellero he removed them all.

“Instead, I showed the backgrounds to my miniaturist as references and said, ‘I want this made real, and I want it to look even better.’ I also continued to use AI in other ways such as summarising notes, so I could focus more on creativity. But the heart of the film really comes from a wide range of human collaborators.

Many of the animators were Puerto Rican or Latino, he says. “Some were queer, and more than half were women or female-identifying. Each animator brought something brilliant and personal to their scenes.”

He used Adobe tools almost exclusively: Photoshop for image creation, After Effects throughout the project, and Premiere for editing.  3D animators used Blender and Unreal. EbSynth was used for rotoscoping.

“I was the main compositor, though a couple of people helped with specific scenes. I was also the sole editor until the very end, when I brought in an assistant editor to help clean things up.

“Near the end of the process, I used Adobe’s AI features to generate a few extra seconds of footage when animations ended too abruptly. It was very minimal, maybe three times total, but those extra two seconds of padding really helped smooth things out.

“I tend to approach projects with a kind of ‘rule of thirds.’ One third of the work uses techniques I already know well. Another third involves things that are more challenging but achievable with the right collaborators. And the final third is stuff I have no idea how to do — things that scare me in a good way, because I know I’ll learn from them. And because this film is very meta and self-referential, it doesn’t have to be perfect. It also captures the creative process itself.”

Caballero’s mother Milly appears in the film through rotoscoped performances despite having no prior filmmaking experience.

“There’s a moment in the film where I ask her if she wants to help rotoscope animations based on my grandmother’s voicemails. I genuinely didn’t know how she’d react. I was prepared for her to say ‘no’, and to document that, because in documentaries you never know what will happen next. But she completely embraced it. She embodied my grandmother perfectly, even though she’d never acted before.”

Beyond that, we see them in the film working together on other crafts and homages. “Her involvement wasn’t about learning technical skills,” says Caballero. “It was about transformation — turning someone from a passive consumer of media into a creator. It became a way for her to process grief, move beyond it, and heal. Ultimately, that’s what I hope the film does for viewers as well.”

Art is a powerful form of resistance

While TheyDream offers a personal account of Latino American heritage, Mexican American culture is celebrated in a new documentary chronicling the life and career of Chicano playwright and film director Luis Valdez.

His name may be unfamiliar but American Pachuco: The Legend of Luis Valdez argues that his artistic reputation has been buried over the years by a prejudicial media. 

“Even in the United States he’s not as well-known as he should be,” says editor Daniel Chávez Ontiveros. “One of the main reasons we made this film was to highlight how important he is as the godfather of Chicano theatre and Chicano filmmaking.”

Valdez is perhaps best known for directing 1987 musical biopic La Bamba starring Lou Diamond Phillips which remains the most successful Latino movie of all time.

Yet aside from a TV movie a decade later, Valdez never directed in Hollywood again.
“It wasn’t that he lacked the drive. He continued writing scripts and directing theatre. It wasn’t a lack of vision or ambition. It was a lack of access,” says Chávez.

“The doors in Hollywood weren’t open for filmmakers of colour in the same way at that time — and to some extent, that’s still true today. It’s sad, because he could have told so many more Mexican-American stories on a larger scale.”

Director David Alvarado is Mexican-American and Mexico City born Chávez has lived in the U.S for a decade and became a U.S. citizen a couple of years ago. He says he hasn’t experienced discrimination directly, but feels the fear that can come with being a minority in another country.

“My five-year-old son was born here. One of my biggest motivations for working on this film was not wanting my son to grow up feeling like a second-class citizen. We are here. We’ve been here for centuries. We deserve to be valued and respected.”

The production drew on over 200 hours of archival footage including 80,000 feet of Valdez’ work sitting undeveloped in film cans. Without the financial support of the University of California in developing and scanning much of that history could have been lost.

“We structured the film around two threads: the archival material telling the historical story, and contemporary interviews with Luis, his friends, and his family reflecting on it.”

Director Taylor Hackford who produced La Bamba and actor Lou Diamond Phillips are among those interviewed. The film is narrated by veteran actor Edward James Olmos (Blade Runner) who gained his break thanks to Valdez. 

Chávez cuts all his films in Adobe Premiere and for this project relied on the software’s Productions feature to organise the material into smaller sub-projects.

“When you’re dealing with huge amounts of media, rendering and saving can take time — and when you’re on deadline, minutes matter. I was in the Bay Area, David was in Brooklyn, and our assistant editor, Claudia Ramírez, was in Los Angeles. Using Productions, we could work remotely and see each other’s changes almost instantly. It allowed for a very collaborative and creative process.”

Chávez himself met Valdez, now 85, on several occasions during the interview process, a rough cut screening and at the Sundance premiere. A former union activist, Valdez greatest legacy is likely the founding of El Teatro Campesino in the mid-1960s in California producing protest plays in support of local farmers.

“What Luis often said during our Q&As is that art is a powerful form of resistance,” Chávez says. “That art builds bridges and breaks walls. That’s especially important at a time when arts funding is being reduced and some organisations are being shut down. This film aims to speak not only to Mexican-American communities but also to people who may not know that experience. Whether someone is Mexican-American, born here, or an immigrant who recently arrived, representation matters.”

Crafting the Contenders: Kostas Theodosiou

 Interview and words for Sohonet

article here

For more than four decades, Kostas Theodosiou has been shaping the final image of major motion pictures from his grading suite at FotoKem. From the days of film timers and Hazeltine color analyzers to modern HDR workflows and large-format IMAX film-outs, his career spans the full evolution of motion picture finishing. Yet his philosophy remains rooted in the discipline of traditional film timing: red, green, blue, and density.

“We’re here to make sure that the vision of the director and cinematographer is delivered to screen,” he says simply. “That’s the job.”

On over 500 titles, spanning photochemical and digital eras, Theodosiou has collaborated with some of the film industry’s most talented filmmakers including Steven Spielberg, Christopher Nolan, Paul Thomas Anderson and Ryan Coogler along with cinematographers Hoyte van Hoytema, ASC, Autumn Durald Arkapaw ASC and Wally Pfister ASC. His many credits include Oppenheimer, The Dark KnightSinners and Jonathan Nolan’s streaming series Fallout. His remastering titles include such classics as Patton, the 1930’s All Quiet on The Western Front, and Steven Spielberg’s first four Indiana Jones movies, Saving Private RyanThe Color Purple and Empire of the Sun.

This accumulated knowledge stems from an early passion for photography. But when he arrived in America in the 1980s he didn’t know how to channel this into a career.

Finding the craft

“Fortunately, an opportunity at FotoKem opened up,” he reflects. “I started at the very bottom — assembling film, cleaning negative, putting on leaders.” In the lab at FotoKem, the trainee found himself surrounded by the photochemical process.

“I spent as much time as I could watching the film timers work. You had to understand the stock, the filters, and how the negative would translate through the full chain from negative to interpositive, interpositive to internegative, and then to print. Every time film goes through a photochemical generation, light and density change. You had to anticipate that.”

Film timing to telecine

Theodosiou remembers when FotoKem took possession of its first telecine - a Rank Cintel Mark II. While these giant, expensive machines were hugely limited relative to today’s systems, Theodosiou was fascinated by the idea of seeing results instantly rather than waiting for film processing.

“You had joysticks for RGB correction, very little power, and everything was transferred directly from negative. If you tried to grade from an interpositive or print, the telecine simply didn’t have enough dynamic range to produce a strong image. Nonetheless the fundamentals were identical. You could see how electronic color correction translated from traditional film timing principles.”

That core philosophy holds for every iteration of color technology since. Even on current projects, Theodosiou starts with primaries - just like printer lights.

“In the early digital days, you’d do primary correction in telecine and then send the material to a separate system like a Quantel or Flame for visual effects. The grading systems didn’t have the power to do much more.

“With the arrival of software-based systems everything opened up. Suddenly, there was no begging for an extra power window or defocus board. You could layer corrections, build mattes, refine highlights, and integrate effects in a single environment.”

Respect the negative

One of the most impressive aspects of modern software grading, he explains, is the ability to fine-tune color responses to match historical print stocks.

“When restoring films from the 1960s, ’70s, or ’80s, you often don’t have a reference. You’re working from logarithmic scans of the negative and you have to build a proper lookup table (LUT) that emulates the print stock used at the time to approximate what was originally seen in theaters. Understanding how vintage stocks behaved - their contrast curves, color biases, and density roll-offs — is essential to achieving authenticity.”

Christopher Nolan’s workflow presents a different kind of rigor. The colorist first worked with the director on Memento then Insomnia, InceptionThe Dark Knight, The Dark Knight Rises and Oppenheimer.

Theodosiou notes “Film is the Bible,” for Nolan. “He cuts original negative and the digital grade must match the photochemical result precisely.”

Theodosiou uses a 70mm projector to run a film print alongside the digital image in a butterfly split-screen comparison. First, he performs a full printer-light pass. Then the film print is projected and matched shot-for-shot in digital. Finally, trims are applied.

For Oppenheimer, he also created both black-and-white and color imagery that matched seamlessly across different stocks and formats.

“It’s a heavy workflow. But I want the director to know that what they see digitally will look the same in IMAX. The pipeline is built to match the exact elements.”

Instinctual collaboration

While technical knowledge runs deep, the reputation of a colorist and their ability to score repeat business, depends equally on interpersonal skill.

Over the years, Theodosiou has built long-standing relationships with DPs and directors — some from independent films like Nolan who went on to create major studio features.

“I’ve worked with many cinematographers at the start of their careers on indie films, music videos, and commercials. That builds an understanding and later, when they come into the room, I often already understand their visual language,” he shares.

“My role is to reproduce their vision and to offer ideas that push beyond what they may have thought possible. At all times, I protect the image from going too far. The goal is always to create something unique without breaking the integrity of what was captured.”

The complex workflow for Sinners

Among his latest collaborations is the multi-award winning and record-setting Oscar nominated Sinners. Written and directed by Ryan Coogler and lensed by Autumn Durald Arkapaw ASC the workflow for the Warner Bros. picture was particularly complex.

Sinners used dual formats — 65mm 5-perf and 15-perf IMAX — with deliverables that included IMAX film prints, digital cinema, and Dolby Vision HDR.

“We had to think about the end from the beginning,” Theodosiou explains. “When I know a film is going back out to film, I stay as true as possible to traditional film timing. The majority of the correction is printer lights.”

He had previously worked with Durald Arkapaw on The Last Showgirl (directed by Gia Coppola) which was shot on 16mm. Now, working with FotoKem color scientist Joseph Slomka, Theodosiou developed a custom LUT during camera tests. After reviewing the first dailies, they refined it further in the DI.

“Our goal was naturalism. Ryan and Autumn wanted to preserve the warm interior lighting and maintain smoke and atmospheric depth. I took care to avoid excessive contrast or unnecessary secondary keys.”

Because the two formats had to be combined — including sequences that expanded vertically in IMAX — the final master was recorded out to a new negative. This required precise testing: digital grade to film-out, projected and reviewed, then trimmed again to ensure seamless translation.

“Autumn wanted to be brave with darkness and underexposure. The quality of the black level was important to her, as were the various skin tones of the diverse cast, which she wanted to look radiant and have depth.”

Recognition of the craft

Despite being the final stop in the image pipeline, colorists have historically received little public recognition.

“For years, there wasn’t even a colorist category on IMDb. We were listed under editorial or visual effects.”

There is a groundswell of belief that the craft deserves awards recognition comparable to sound mixing, VFX or cinematography.“ We’re the last stop before the film goes out into the world. We’re the ones massaging the image, making sure it’s seamless from beginning to end.

“Every project is custom,” Theodosiou says. “That includes episodic television or a three-hour movie shot in multiple formats or with multiple cameras. Especially with digital, when every camera under the sun can do different things, it is up to the colorist to devise a recipe that will unify them all. We may be using two Kodak color stocks as we did on Sinners but they are different stock and they have to match.”

Back in the era of telecine, the profession was tiny, with maybe 3,000 color graders worldwide. Today, software tools have democratized the process and there are many online tutorials available to demystify the craft but mastery remains rare.

After forty years at FotoKem, from cleaning negative to grading major studio features, Kostas Theodosiou remains — at heart — a film timer. Only now, his printer lights exist inside a far more powerful box.

 


Wednesday, 25 February 2026

Fox Sports to Deliver Vertical Coverage of FIFA World Cup with AWS Elemental Inference

Streaming Media

article here

AWS is the latest vendor to offer a solution to reformatting and syndicating vertical video for live sports as rights holders look to capitalize on the mobile first boom.
Developed over 18 months with beta customers NBC Sports and Fox Sports the ambition goes beyond reformatting highlights for vertical viewing but potentially live streaming whole games in the format.
AWS Elemental Inference is the first AI-powered service launched under its AWS Elemental video brand. Designed specifically for live workflows, the service promises to automatically generate vertical streams and highlight clips from horizontal broadcasts — without requiring changes at the venue or in the production truck.
“This is really about unlocking live,” explains Regina Rossi, Head of Product, AWS Media Services. “On-demand has been able to experiment with AI much more easily. Live has always been the harder problem because you need the right crop at the right moment, and you have to do it with low latency.”
Fox Sports trained the AI model behind AWS Inference on its content over months to refine how the horizontal host feed was framed and cut into vertical highlights.
“The first time we put it through, it was a little choppy, a little rough,” explains Ricardo Perez-Selsky, Sr. Director, Digital Production Operations, Fox Sports. “But by the second and third time, you could see that machine learning taking place. It was improving over time.”
LIV Golf highlights from Fox on TikTok are already being produced through Inference. This weekend the first of 18 IndCar races kicks off with the Grand Prix in St. Petersburg featuring a mobile  vertical exclusive feed from onboard cameras parsed through Inference. Other sports properties to get the vertical treatment include World Baseball Classic beginning next month and then this summer all 104 matches of the FIFA World Cup broadcast by Fox.
“For something like the World Cup, you’re talking about 20 cameras on the pitch,” he says. “Through AWS tools, I can utilize essentially a world feed to pull off vertical clips.”
Business rationale
Fox Sports identified that roughly 90% of its digital content was being consumed in vertical formats but vertical video is not treated as a premium upsell. Instead, Fox is leaning into what Perez-Selsky calls an “always-on” strategy.
“If you follow us on TikTok or Instagram, our accounts are live — either with live programming, highlight reels, or evergreen content. Highlights are about reach. Expanding our audience.”
For tentpoles like the World Baseball Classic or FIFA World Cup, Fox plans to offer free previews.
“We might stream the first half-inning for free. Or the first few minutes of every match. It’s about meeting audiences where they are and getting them interested enough to tune in.”
Under the hood
Rossi explains that the system operates entirely in parallel with existing video workflows. “Broadcasters continue to produce live sports in traditional 16:9. At the encoding stage, using AWS Elemental MediaLive for live content or MediaConvert for on-demand the video feed is simultaneously processed by AI models in the cloud.
“The first layer performs multimodal understanding, analysing both video and audio to determine context. The system identifies key action areas and important moments. A second layer of models then generates usable metadata.
“For vertical output, that metadata consists of frame-by-frame X and Y coordinates that define the optimal crop. Those coordinates are passed back to the encoder, which outputs both horizontal and vertical streams simultaneously.”
Crucially, nothing changes in the stadium. “No cameras need to move. No framing changes are required,” she adds. “This runs in parallel with encoding, so from a production standpoint, the workflow remains very simple.”
Because the models must first understand the context before generating crops or clips, there is a six- to ten-second delay for vertical and clipping outputs. So far, AWS says customers have not seen this as problematic, particularly since vertical feeds are often distributed within mobile apps or social environments where slight asynchronicity is acceptable.
Saliency mapping
In early testing, AWS worked across a range of major properties. According to Rossi, sports such as basketball, soccer and American football translate well to vertical. But others - like tennis — present more complex challenges due to rapid lateral camera movement.
In those cases, AWS adjusts smoothing algorithms and tuning parameters so the crop tracks action without creating a jittery viewing experience. The system doesn’t simply follow a ball or object; it creates what Rossi describes as a “saliency map” of the action, balancing object detection with contextual awareness to maintain visual coherence.
Graphics remain an area of active development. When customers provide a clean feed, editorial teams can add vertically optimized graphics downstream. With ‘dirty’ feeds that include embedded horizontal graphics, AWS is exploring post-launch enhancements that could remove or replace those overlays with vertical-friendly versions.
Streaming full games
Short-form vertical clips are already commonplace across social platforms. That was the first use case AWS helped customers establish.
The more transformative capability is live vertical streaming of entire games without native vertical production. That’s largely uncharted territory at scale.
“Live streaming a full game vertically hasn’t really been done unless someone was already producing natively in vertical,” Rossi notes. “Being able to unlock that without doubling production costs is a huge win.”
Managed AI
Elemental Inference is delivered as a fully managed service. AWS handles continuous model evaluation and upgrades behind the scenes.
“One of the service’s biggest selling points may be what customers don’t have to manage,” Rossi says. “You shouldn’t need a team of AI specialists to use AI effectively. We abstract that entire cycle so customers can focus on their content. With AWS Elemental Inference, we’re making it easy for customers to add intelligence to video workflows and unlock more value from their content. That’s what we’re most excited about.”
Perez-Selsky adds, “This is a good model for how AWS likes to work with its clients. Together with Fox Sports, we’ve built something pretty spectacular for the industry.”