The transition to IP-based live media production is accelerating as broadcasters and technology suppliers embrace software-defined workflows, artificial intelligence and open interoperability standards. The shift is giving media organizations greater flexibility to combine technologies from multiple vendors while developing AI systems tailored to their production requirements.
For broadcasters in Canada and other major media markets, these developments could simplify the production of sports, news and other live programming while reducing dependence on proprietary hardware and closed technology ecosystems.
IP-Based Production Gains Momentum
The case for moving live content production to IP infrastructure has strengthened as more technology suppliers introduce products based on standards designed to improve vendor interoperability.
A key part of this transition is MXL, or Media eXchange Layer, which is increasingly influencing the development of software-based broadcast production systems.
Introduced through the European Broadcasting Union’s Digital Media Facility initiative, MXL is designed to promote software interoperability through shared computing resources. This allows applications and production tools from different suppliers to work together more efficiently.
The technology also complements the Model Context Protocol, or MCP, which provides a standardized way for artificial intelligence agents and large language models to connect with broadcast systems.
Together, these approaches are helping create production environments in which broadcasters can integrate AI and software applications without being as closely tied to individual technology vendors.
Interoperability Reshapes Broadcast Workflows
While these specifications were initially being evaluated and tested by broadcasters and suppliers, products incorporating the concepts are now moving closer to practical production environments.
Solutions demonstrated at the IBC Show in Amsterdam highlighted the rapid development of software-defined broadcasting. Vendors presented technologies intended to improve efficiency, flexibility and functionality as media organizations increase their reliance on IP production workflows.
For producers of sports, news and other live programming, improved interoperability could make it easier to launch new services or adjust existing production systems as audience demands evolve.
Traditional broadcast technology upgrades have often required substantial staff training, replacement of specialized equipment and significant infrastructure changes. Software-based systems built around common standards aim to reduce those barriers by allowing different applications and computing resources to operate within a more unified environment.
Artificial Intelligence Expands Its Role
Artificial intelligence is also becoming increasingly integrated into broadcast production technology.
AI tools can support a growing range of media-production tasks, while standardized interfaces give broadcasters more freedom to develop systems around their own operational requirements instead of relying entirely on proprietary solutions.
The combination of AI, shared computing infrastructure and greater vendor interoperability could provide broadcasters with more control over how production environments are designed, operated and expanded.
Grass Valley Chief Revenue Officer Tim Banks described the industry’s changing approach during a customer gathering in Amsterdam.
“Transformation has become business as usual.”
Banks said the availability of AI tools, combined with declining hardware- and software-level vendor lock-in, could bring the industry’s long-standing objective of doing “ever more for ever less” closer to reality.
Software-Defined Broadcasting Continues to Expand
The ability to accomplish more with fewer dedicated resources has long been one of the arguments supporting IP-based production. General-purpose processors and software applications can increasingly perform functions that previously depended on specialized broadcast hardware.
AI adds another dimension by potentially automating or accelerating parts of the production process.
Interoperability standards are equally important because broadcasters typically operate complex technology environments involving equipment and software from numerous suppliers. Common protocols can make it easier for those systems to communicate and allow organizations to introduce new capabilities without replacing entire production workflows.
For Canadian broadcasters responding to changing audience habits and growing demand across television, streaming and digital platforms, this flexibility could become increasingly important.
The broader industry shift indicates that IP-based media production is moving beyond the experimental stage. As interoperable software platforms and AI technologies mature, broadcasters are gaining more options to modernize live production, reduce technology barriers and maintain greater independence over how their production systems are built and operated.

Nolan Fraser is a contributor at Angperyodiko.ca, covering a wide range of topics including news, politics, business, technology, sports, entertainment, and lifestyle. He focuses on delivering clear, accurate, and accessible reporting that helps readers stay informed about current events and developments that matter. With an emphasis on useful information and balanced storytelling, Nolan aims to provide timely coverage and relevant insights for audiences across Canada and beyond.