Drastic reduction in subtitling costs
Production of professional-quality multilingual subtitles in minutes
Full automation of a previously manual and fragmented process
Seamless integration into client workflows thanks to Google Cloud-native architecture
Increased and more cost-effective content value for Ateme's clients
Ateme has leveraged Google Cloud since 2022 for its foundational cloud services. More recently, they've expanded their use to include Google Cloud's generative AI, enabling them to automate large-scale, multilingual subtitle generation.
In many cases, our clients had to choose: translate into a single language, often English, instead of covering all relevant languages for their audience. This mechanically limited their ability to distribute their content internationally and make it accessible, especially for non-English speaking or disabled audiences.
Yohann Guilloux
VP, Global Partnerships, Ateme
Ateme, a French company with over 580 employees across 20 countries, is a leading player in the video industry. Since its inception, the company has established itself as a pioneer in solutions for video streaming content compression, delivery, and monetization. It partners with major telecom operators, TV channels, and streaming platforms worldwide, with a clear ambition: to optimize the viewing experience, increase viewer engagement, and enhance content accessibility.
In September 2022, Ateme took a significant step by forming a strategic partnership with Google Cloud. This collaboration marked the beginning of an ambitious transformation of the company's production chains. At the intersection of video expertise and generative AI technologies, it led to a high-impact initial use case: the automation of large-scale multilingual subtitling. The result is a faster, more economical, and fully scalable workflow that redefines industry standards.
The initial challenge seemed simple but was complex to implement. Previously, generating subtitles for one hour of video in a given language could take up to 15 hours of manual work, including transcription, translation, audio-text synchronization, and technical integration. This was compounded by budget and human resource constraints that limited the scope of subtitling projects. Relying on specialized external providers was slow, difficult to scale, and could drive costs up to several thousand euros. "In many cases, our clients had to choose: translate into a single language, often English, instead of covering all relevant languages for their audience. This mechanically limited their ability to distribute their content internationally and make it accessible, especially for non-English speaking or disabled audiences," explains Yohann Guilloux, VP, Global Partnerships at Ateme.
Thanks to Google Cloud's generative AI, this time-consuming process has been fully automated. "A few minutes are now enough to produce professional-quality subtitles, with a level of accuracy adapted to broadcasters' expectations. And, for less than a dollar, it's possible to automatically generate one hour of subtitles, in one or more languages, with a perfectly usable output for production," he specifies. "With Google Cloud, we are completely changing the game: the barrier of cost and time is disappearing."
A few minutes are now enough to produce professional-quality subtitles, with a level of accuracy adapted to broadcasters' expectations. And, for less than a dollar, it's possible to automatically generate one hour of subtitles, in one or more languages, with a perfectly usable output for production. With Google Cloud, we are completely changing the game: the barrier of cost and time is disappearing.
Yohann Guilloux
VP, Global Partnerships, Ateme
To achieve this level of efficiency, Ateme integrated a new processing step directly connected to Google Cloud's managed services into its software platform. Once video files are transcoded, the system automatically triggers a call to Vertex AI and the Gemini models to perform audio transcription, precise timecode spotting, and subtitle generation in the desired language. These are then reformatted into the industry-standard SRT format through an internally developed script. Fully integrated into the existing workflow, this additional feature seamlessly fits into clients' interfaces, with no technical complexity or disruption to their usual processes.
Faced with the explosion of content volumes, it's no longer enough to have good technology: you have to be able to innovate quickly, at scale, and with the right partners. Google Cloud's generative AI gives us the means to automate what was once a craft. Together, we are building an agile, open, and scalable platform that transforms every technical constraint into an opportunity for value creation.
Jules Mermet-Husson
Cloud Solutions Architect, Ateme
This shift toward Google Cloud solutions clearly marks a strategic turning point for Ateme and its clients. Historically, the company's solutions were deployed on-premises, directly on client infrastructure. Today, the majority of these players, whether streaming platforms, broadcasters, or telecom operators, have migrated all or part of their environments to Google Cloud. By making its platform fully compatible with the Google Cloud ecosystem, Ateme facilitates the integration of its services into its clients' architectures. "This technological choice was obvious: it reduces deployment times, increases operational flexibility, and offers a solution aligned with the industry's cloud-native standards. It also explains why we chose to form a strategic partnership with Google Cloud, at the intersection of our technical ambitions and the concrete needs of the market," explains Jules Mermet-Husson, Cloud Solutions Architect at Ateme.
Beyond the immediate operational gains, this transformation also opens the door to unprecedented opportunities, as Jules Mermet-Husson highlights: "It becomes possible to massively enrich existing VOD catalogs, accelerate content availability, broaden linguistic coverage, and also meet regulatory accessibility requirements, especially for the hearing impaired. Market feedback has been very positive: at NAB Show in Las Vegas, we saw a strong interest in this solution, particularly from international broadcasters seeking scalability."
In fact, the transformation carried out by Ateme generates direct benefits for its clients: better profitability of existing catalogs through the ability to subtitle massively at a lower cost; easier access to new linguistic markets; increased and more cost-effective compliance with regulatory accessibility requirements; and, ultimately, an enriched user experience for wider and more diverse audiences.
On the underlying infrastructure side, the project relies on a robust foundation. Ateme's file transcoding application, Titan File, is containerized as microservices and deployed through Google Kubernetes Engine. Media files are stored in Google Cloud Storage, from which they are processed by Vertex AI. Thanks to this distributed, flexible, and scalable infrastructure, Ateme did not have to rewrite its existing code to adapt; only an integration layer was needed. "The transition was smooth," says Jules Mermet-Husson.
This subtitling project is the first building block of Ateme's stated ambition to bring increasingly innovative services to its clients. The company is already working on future use cases leveraging the same technological foundation. Audio description, for example, is in their sights: it requires visual and contextual analysis capabilities that the most recent multimodal models are beginning to offer. In the longer term, Ateme plans to leverage this momentum to enrich its offerings around content personalization, smart clipping, and advanced recommendations.
By basing their partnership on continuous innovation, Ateme and Google Cloud affirm their position as pioneers in the convergence of video and artificial intelligence. "Faced with the explosion of content volumes, it's no longer enough to have good technology: you have to be able to innovate quickly, at scale, and with the right partners. Google Cloud's generative AI gives us the means to automate what was once a craft. Together, we are building an agile, open, and scalable platform that transforms every technical constraint into an opportunity for value creation," concludes Jules Mermet-Husson.
Founded in 1991 and based in Vélizy-Villacoublay, near Paris, Ateme is a French company specializing in video compression and delivery solutions. Present in over 20 countries, the company employs approximately 580 people. In 2023, Ateme achieved a turnover of 100 million euros, with over 90% from international business.
Industry: Media & Entertainment
Location: France
Products: Google Kubernetes Engine (GKE), Compute Engine, Cloud Storage, Vertex AI, Gemini models