What 20 years of platform experience taught us about the first click.

By Paul O’Donovan

Twenty years ago, finding something to watch often meant picking up the remote, pressing the channel up button and continuing until something caught your attention.

That made channel change part of content discovery. When multicast video left viewers waiting two to three seconds between channels, browsing quickly became frustrating. When Mediaroom launched in 2006, it reduced that delay to around a quarter of a second, making IPTV feel as immediate as analogue TV.

The viewer benefit was simple: press the button, see what is on and keep moving.

Television has changed enormously since then. A few hundred channels have become vast catalogues of live, on-demand and streaming content spread across multiple services. The viewer is still trying to find something worth watching, but the choice is greater, and the path to it is less direct.

Knowing what viewers want to watch before they know it themselves is the new instant channel change.

Aggregation does not solve content discovery

Operators are in a strong position. They have trusted customer relationships, established billing, access to global and local content, and a central place in the living room.

Aggregation makes those advantages more valuable. It can give viewers one place to find content, one subscription relationship, and one payment.

Local content is particularly important. We already work with European operators bringing local-language streaming services together with major global providers. This allows operators to reflect the language, culture and interests of local audiences while still offering global catalogues. It is an experience no single global service can reproduce.

But aggregation also creates a new problem. More content can easily become more apps, more rows and more decisions. Aggregation creates value only when the viewer can find the part of that catalogue that matters to them.

More choice needs more intelligence

Search is not only the magnifying glass in the corner of the screen. It is also the time spent moving through swimlane after swimlane, hoping something looks interesting.

For a long time, sophisticated personalisation was realistically available only to the largest global streaming services. It demanded significant investment in data science, content intelligence and continuous development.

AI is changing those economics.

Semantic search understands meaning and intent rather than relying on an exact title or perfectly spelt keyword. Personalisation goes further, adapting the order and content of swimlanes around each profile using viewing history, interests and entitlements.

This does not mean giving up editorial control. The operator still decides where personalisation is used and can prioritise marquee content, campaigns and editorial objectives. Think of a personalised music playlist. It has a clear purpose, but a different selection for every listener. The same principle can be applied to video.

The next step is conversational discovery. Instead of searching for a title, actor, or genre, a viewer could ask for “a good film for a rainy night” and refine the results through a conversation. Even the global streaming leaders are only beginning to explore this. Amazon describes AI Topics as a limited-release beta, while Netflix is testing natural-language search with a small group of members.

The interesting part is not the language model on its own. The platform must understand each title through characteristics such as mood, tone, pace, themes, and visual style. That creates a form of content DNA that can be matched with the viewer’s request and individual taste. The language model handles the conversation. The recommendation technology finds relevant content from the operator’s actual catalogue.

Better discovery does more than help viewers choose. It creates a moment when they are ready to watch, subscribe or buy.

Discovery creates commercial intent

That moment can be short-lived.

The traditional television package remains important, but it should not be the only way to buy. A viewer may want a season subscription, tonight’s match or 24-hour access to a channel. They might pay to remove advertising from a film for one evening or unlock the closing minutes of a close game.

If creating the right offer requires a development cycle, the moment will usually be gone before the offer arrives.

Content, entitlements, offers and access rules therefore need to work as one decision. Commercial teams should be able to create and adjust packages in minutes, while editorial teams update promotions and swimlanes directly.

Entitlement then becomes more than a gate deciding who gets in. It becomes how the business turns viewer intent into revenue, engagement and a longer customer relationship.

Capturing that intent also depends on how quickly and simply the underlying platform can respond.

Simplicity is not only for viewers

Operators need a technology stack that is simple to deploy, operate, and evolve, even when the underlying service spans different environments.

VOS Media Software can cover the video chain from playout to delivery. Hybrid streaming abstracts whether content is stored on-premise or in the cloud, allowing it to be placed and served efficiently without operational teams managing each location as a separate system.

We have also expanded our APIs so coding agents can control both the pipe and the platform. Teams can use natural language to explore workflows, configure services and perform approved actions, while retaining the control expected of an operator service.

Simplicity is therefore as important behind the scenes as it is on screen. The objective is not to remove engineering complexity, but to make the complete service easier and more efficient to operate.

Built for what comes next

This is the thinking behind MK.IO Platform for Operators: aggregation, intelligent discovery, flexible monetisation and hybrid operations brought together in one platform.

It combines twenty years of operator experience with the scale and flexibility MediaKind has developed for premium streaming.

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