1.

1.

Other sid eof me exploring out the potential gmt and growth direction for the product

Other sid eof me exploring out the potential gmt and growth direction for the product

Intelligent Video Optimization for Enhanced User Experience
Intelligent Video Optimization for Enhanced User Experience

Verified

NY, United States

4 days ago

PRD Title: PRD for Feature X

Nayzak, everyone in my team works towards the samegoal. This enabled our teams to ship new ideas and feel more capable. Podcasting operational — change management inside of workflows. Completely synergize.


Problem buy in


Here’s a concise, PR-worthy write-up for the scenario you described:Optimizing Video Processing to Reduce S3 Costs Through AI-Driven Value SegmentationIn tackling the challenge of escalating S3 costs due to the continuous encoding of video uploads—at $5 per encoding—our team devised a solution that blends efficiency and intelligence. The core issue was the indiscriminate processing of full-length recordings, including non-essential segments, leading to excessive resource utilization.To address this, we implemented an AI-driven approach that identifies and processes only valued actions within the recordings. Our solution activates a backend script during the recording process to detect significant actions in real-time. Once identified, only these high-value segments are extracted, encoded, and stored, bypassing irrelevant footage entirely. This selective processing drastically reduces encoding workloads and cuts down S3 storage costs while maintaining the integrity of critical video content.Through this innovation, we not only reduced costs significantly but also showcased how targeted AI applications can streamline operations without compromising quality. This process is a blueprint for combining AI with cost optimization to deliver both technical and financial value.

Nayzak, everyone in my team works towards the samegoal. This enabled our teams to ship new ideas and feel more capable. Podcasting operational — change management inside of workflows. Completely synergize.


Problem buy in


Here’s a concise, PR-worthy write-up for the scenario you described:Optimizing Video Processing to Reduce S3 Costs Through AI-Driven Value SegmentationIn tackling the challenge of escalating S3 costs due to the continuous encoding of video uploads—at $5 per encoding—our team devised a solution that blends efficiency and intelligence. The core issue was the indiscriminate processing of full-length recordings, including non-essential segments, leading to excessive resource utilization.To address this, we implemented an AI-driven approach that identifies and processes only valued actions within the recordings. Our solution activates a backend script during the recording process to detect significant actions in real-time. Once identified, only these high-value segments are extracted, encoded, and stored, bypassing irrelevant footage entirely. This selective processing drastically reduces encoding workloads and cuts down S3 storage costs while maintaining the integrity of critical video content.Through this innovation, we not only reduced costs significantly but also showcased how targeted AI applications can streamline operations without compromising quality. This process is a blueprint for combining AI with cost optimization to deliver both technical and financial value.

Problem statement

Your problem statement is a description that explains the current situation and its related customer pain points and wants. This is a high-level statement that clearly states why this is a problem and explains why it is important to your business.



Objectives

The broad brush goals of this project. What would success look like if you solve the customer and company needs you are aiming to address? 

  1. Enable efficient video segmentation by detecting actionable moments in real-time.

  2. Improve user engagement by focusing their attention on relevant content.

  3. Reduce backend processing costs by filtering out non-actionable data before encoding.

  4. Maintain seamless integration with existing product architecture.

Constraint

Roadblocks, realities, and dependencies that limit how ambitious you can be with this project. Whether it’s time, money, or engineering capability, be clear about the limits of this project.

The AI model needs to achieve a high level of accuracy in detecting actionable moments to avoid losing valuable content.

  • Real-time processing requirements should not impact app performance.

  • Maintain compliance with data privacy and security guidelines while processing videos.

Feature

These are the distinct, prioritized features along with a short explanation of why this feature is important. Briefly outline the scope, the goals, and use case.

Action Detection AI:

  • Trains AI models to detect actionable moments in uploaded videos.

  • Sends actionable segments to the backend for encoding in real-time.

  • Automated Segmentation:

    • Divides videos into actionable and non-actionable parts.

    • Ensures non-actionable parts are ignored to optimize resources.

  • Seamless Integration:

    • Embeds AI within the existing video-handling framework without disrupting the user experience.

Success Metrics

What are the success metrics that indicate you’re achieving your internal goals for the project? How will you measure success? You can use any goal-setting and tracking system you prefer (OKRs, KPIs, etc). 

Scenarios

Hans is thinking about buying a camera, having seen a demo at his local Ringfoto store, but he’s unsure.  He downloads the app, now available in German fortunately, as he thinks about buying the camera.  In it, he can easily sit back and watch a slideshow of pictures play or interrupt them and interact with them.  Thanks to geotagging, he can even see what other camera owners are shooting in his town.  This browsing experience is quite pleasant, and the pictures look great on his iPad.

PRD Checklist:

Hans is thinking about buying a camera, having seen a demo at his local Ringfoto store, but he’s unsure.  He downloads the app, now available in German fortunately, as he thinks about buying the camera.  In it, he can easily sit back and watch a slideshow of pictures play or interrupt them and interact with them.  Thanks to geotagging, he can even see what other camera owners are shooting in his town.  This browsing experience is quite pleasant, and the pictures look great on his iPad.

LET'S WORK
TOGETHER