Classic Stream: OTT Platform with Subscriptions & Smart Filters

The client owned a large catalog of movies and TV shows but had no platform to monetize it digitally. Content was either distributed through third-party aggregators — where the client had no control over pricing, branding, or user data — or not available online at all. They needed their own branded streaming platform that could handle subscriptions, protect premium content, and deliver a smooth viewing experience across devices.

Key pain points:

• No owned digital platform — entirely dependent on third-party distributors
• No subscription or recurring revenue infrastructure
• Content was not protected — piracy and unauthorized sharing was a concern
• Existing audience had no direct relationship with the brand
• No data on who was watching what — zero analytics or user insights

1. Video Streaming Performance Across Devices Delivering smooth video playback across varying network speeds and device capabilities was the core technical challenge. We implemented adaptive bitrate streaming — the player automatically adjusts video quality based on the viewer's current connection speed, eliminating buffering on slower networks without sacrificing quality for fast connections.

2. Subscription & Payment Reliability Handling recurring billing reliably — including failed payments, card expiry, plan upgrades, and cancellations — required a robust subscription state machine. We built a dedicated subscription service with webhook-based payment event handling, automated retry logic for failed charges, and clear user communication at every state change.

3. Content Discovery at Scale With hundreds of titles in the catalog, helping users find relevant content quickly was critical to reducing churn. We built a multi-signal recommendation engine that combined watch history, genre preferences, time-of-day patterns, and trending data to generate personalized content rows — ensuring no user ever lands on a blank "nothing to watch" moment.

4. Protecting Premium Content Standard video URLs are trivially shareable — a major concern for a subscription business. We implemented time-limited signed URLs for all video assets, meaning every playback session generates a unique, expiring URL that cannot be shared or reused outside the platform.