◉ OTT  ·  CTV  ·  Streaming  ·  AI Pipelines
YASH SHAH
Senior PM  ·  OTT / CTV  ·  Ad Tech  ·  AI Pipelines
Product AreasProduct DemosCase StudiesHow I WorkPlatformsFor RecruitersBlogsResumeHire Me ->
More Articles
FAST Channels
March 20267 min read

Why most FAST channels will fail - and it is not about the content.

Everyone is launching a FAST channel in 2026. The problem is that most teams are thinking about content acquisition first and distribution last. That is backwards.

Read ->
CTV
February 20266 min read

The D-pad is the hardest UX constraint in streaming. Most teams get it wrong.

Designing interaction for a TV remote means no keyboard, no hover states, no drag. Every feature has to work with four directional buttons and a select key.

Read ->
Ad Tech
January 20268 min read

SSAI is technically working. The ad experience is still broken. Here is why.

After years building SSAI stacks, I am convinced the problem is a product philosophy issue, not a technical one. The ad experience was designed for the operator, not the viewer.

Read ->
Personalization
December 20259 min read

Streaming recommendation systems are mostly theater. Here is the gap.

Netflix, Hulu, Disney Plus all claim to personalise your experience. Most of them are showing you what is trending globally with your name on it.

Read ->
AI
November 20256 min read

AI captioning in 70+ languages changed how I think about content operations.

What used to be a manual workflow taking days per title now takes under 90 minutes. Here is exactly how the pipeline works and what we got wrong first.

Read ->
Product
October 20255 min read

Server-Driven UI: how one architecture change ended twelve release cycles.

Before SDUI, a single content rail update meant twelve coordinated engineering releases. After SDUI, it meant one server change. That is not a small difference.

Read ->
AI
September 20256 min read

Using AI for content operations: what worked, what failed, what I would do differently.

We shipped five AI flows into production. Three were clear wins. Two were mistakes we caught before they cost us anything serious. Both sides are worth understanding.

Read ->
CTV
August 20255 min read

Live polling on CTV: what the 120% engagement lift actually taught us.

The number was the headline. The real lesson was about what viewers want from live content - and why lean-back does not mean passive.

Read ->
Ad Tech
July 20257 min read

EPG advertising: the ad inventory between content that nobody is talking about.

When a viewer is browsing the live programme guide deciding what to watch, they are not watching anything. That is a product moment. It is also an ad opportunity.

Read ->
Product
June 20255 min read

The product behind the schedule: why EPG design is harder than it looks.

An EPG is not a spreadsheet. It is a real-time product with live data, version conflicts, rights windows, and an operator team trying to drag a 3-hour sports block at 11pm.

Read ->