By Firas Ajjawi, Sportcast, technical manager, Broadcast/ Stream, Live Sport Contribution & Distribution.

Live sports broadcasting has undergone a major transformation over the past decade. What was once a linear broadcast chain has become a distributed environment encompassing contribution networks, cloud computing platforms, encoding and packaging services, content delivery networks (CDNs), monitoring tools, and numerous partners working together on the same event.

This transformation has enabled scalability and flexibility, but it has also increased operational complexity. In live sports broadcasting, it is no longer enough to know that individual systems are functioning properly. The key is to ensure that the end-to-end service performs as expected for the viewer. The broadcast may be technically available, but the viewer experience is negatively impacted by video interruptions, audio loss, synchronisation issues, or regional distribution problems.

“Traditional monitoring systems primarily focus on infrastructure, specifically issues such as server accessibility, high CPU consumption, and network interface data loss. These issues are important, but they don’t meet the expectations of the end user in a live streaming environment, especially for major sporting events.”

For this reason, I believe that the traditional operations model is no longer adequate for producing and distributing modern live sports events. A modern operations centre should not be simply a monitoring room. The system should be designed to improve operational awareness, support fast decision-making, coordinate responses between teams and partners, and protect the viewer experience.

Imagine a live match watched simultaneously by a massive audience spread across multiple countries and streaming platforms. Midway through the match, the system reports a loss of data packets in the broadcast path. Shortly after, the encoding layer shows a sudden spike in latency. The packaging system begins issuing intermittent warnings, and operational analytics reveal a buffering issue in a specific area. Customer support receives complaints, and social media begins to react in real time.

Each alert, individually, appears as a technical indicator within a specific part of the process. Collectively, these alerts describe a single operational incident requiring immediate action. At these moments, the problem is usually not a lack of monitoring, but rather the inability to translate multiple technical signals into a clear operational decision before the viewer experience deteriorates further.

This is the fundamental difference between traditional monitoring and a modern operations centre.
Traditional monitoring systems primarily focus on infrastructure, specifically issues such as server accessibility, high CPU consumption, and network interface data loss. These issues are important, but they don’t meet the expectations of the end user in a live streaming environment, especially for major sporting events. Viewers may be frustrated even if the servers appear to be functioning correctly; the audio may be distorted even though the system dashboards still indicate no problem; or the commentary may fall out of sync even though the underlying platform continues to show normal availability.

In live sports broadcasting, the real question is no longer “Is the infrastructure working?” but rather “Can viewers watch the event in the required quality right now?”This shift in perspective fundamentally changes how operations centres are designed.

A modern operations centre requires a comprehensive view of every stage of the media workflow: from signal acquisition and ingest, through processing, encoding, re-encoding, packaging, digital rights management, and content delivery, to operational analytics, quality control, network metrics, cloud infrastructure, and partner status. Each of these layers represents only a small part of the overall operational landscape. The real value lies in connecting these data points and observations to create a unified, comprehensive operational view.

This is where situational awareness becomes crucial. Operators shouldn’t be juggling separate dashboards and manually compiling information under time pressure. Instead, they need a comprehensive view that shows what’s being broadcast, what’s at risk, where malfunctions are occurring, and which incidents require immediate attention based on their impact on the business and the audience. The goal isn’t to display more information, but to display the right information in the right context and at the right time.

At the same time, a modern operations centre must address one of the biggest practical problems in live operations: alert fatigue.

Large-scale sporting environments can generate a massive number of alerts during a single event. Many are duplicate notifications, some are minor warnings, and others are secondary symptoms of the same root cause. If all of these are sent directly to operators, the result isn’t improved awareness, but rather distraction. Valuable time is wasted sifting through the useful information. That’s why intelligent coordination is just as important as monitoring itself.

For an operations centre to be effective, it must validate alerts, eliminate duplicate alerts, correlate related symptoms, enrich incidents with context, and route issues to the appropriate personnel. By the time an operator takes action, the system should have already answered the most critical questions: What exactly is happening? How serious is the problem? And how do we respond?

At that point, operators stop acting as alert processors and start making operational decisions.
Automation also plays a crucial role, but it must be used judiciously. In my view, automation is not intended to replace human involvement in operations, but rather to eliminate repetitive tasks that confuse, slow down, and distract them at critical moments.

Routine tasks, such as signal inspection, data collection, incident creation, notification of relevant parties, or failover preparation, can often be safely automated. However, high-impact actions, such as changing the main route during a critical match or altering the underlying distribution behaviour, must remain within a robust governance framework. Therefore, governance is a fundamental pillar.

Reliable operations require clearly defined responsibilities, role-based access, established escalation mechanisms, documented operating manuals, clear procedures, and robust change management.
These aren’t bureaucratic layers added later; they’re systems that help teams respond quickly to the right problem under pressure.

The strength of operations centres isn’t measured by the number of standalone tools they use, but by how they integrate processes, governance, automation, operational data, and people into a single, coordinated capability.

This capability isn’t built overnight. A common mistake organisations make is treating the operations centre as a technology project; it’s an operational transformation.

The right approach is usually incremental. Start by understanding your current operating model, documenting how you monitor ongoing events, handle incidents, identify areas of unclear escalation, and establish where manual processes are accepted as normal. Based on this, define measurable goals, such as faster detection, reduced response times, improved alert quality, enhanced service continuity, and more consistent operational decisions.

Then, build the system incrementally. Start with a pilot model to simulate a real operating environment, then test the model on less critical real-world events with a backup plan. Validate workflows, automation, and operational plans in parallel with the current setup. Learn from real incidents. Reduce disruption. Improve coordination. Boost team confidence. Only scale up when the operating model has proven its effectiveness under pressure.

“What distinguishes some organisations from others is not whether problems and errors occur, but rather how quickly they are detected, how efficiently they are managed, how quickly service is restored, and how effectively the organisation learns from the experience.”

This is why operators remain the cornerstone of any operations centre’s success. Technology is important, of course, but it doesn’t replace operators; competent and confident operators are even more crucial. Monitoring tools, dashboards, coordination systems, automation, and artificial intelligence can enhance and augment operational capabilities, but we still need engineering expertise, proper setup, collaboration, and skill. The goal is to integrate technology with engineering capabilities to minimise errors and make the right decisions in troubleshooting.

No operations centre can eliminate all operational disruptions. Complex live streaming environments will inevitably experience outages at some point. What distinguishes some organisations from others is not whether problems and errors occur, but rather how quickly they are detected, how efficiently they are managed, how quickly service is restored, and how effectively the organisation learns from the experience.

Therefore, continuous improvement must be integrated into the model. Every incident should contribute to improving operational procedures, communication channels, automation, and team readiness. Post-incident assessment should not focus on assigning blame, but rather on strengthening the operating model in preparation for the next event.

As live sports streaming continues to expand across cloud platforms, remote production workflows, streaming services, and multi-partner distribution chains, the operations centre will continue to evolve. In my view, its future lies not in being simply a room full of screens, but in being an operational decision-making function that turns technical complexity into clear action and protects the viewer experience in real time.

Ultimately, viewers do not see the infrastructure behind a live event. They do not think about contribution paths, packaging processes, CDN routing, monitoring systems, or alert correlation. All that matters to them is one thing: that the event is delivered smoothly, reliably, and at the quality viewers expect. The role of a modern operations centre is to make sure it does.