Semantic Contextual Embedding for Next‑gen Experiences Ad-Fusion

(SceneFuse)

Non‑intrusive, AI‑driven for the next generation of streaming experiences.

AI & Computer Vision
Dynamic Ad Insertion
Personalized Experiences
Platform Monetization

01 Executive Summary

This proposal introduces a next-generation video streaming and advertising platform that removes disruptive pre‑roll and mid‑roll ads by embedding branded content directly into objects within the video scene. The solution sustains and potentially increases ad revenue while enhancing viewer satisfaction and unlocking new monetization models for content creators.

02 Problem Statement

Current ad-supported streaming relies on interruptive formats that cut away from the content to show standalone ads. This breaks immersion and leads to measurable drops in watch time and engagement.

03 Proposed Solution Overview

Replace interruptive ad breaks with in‑scene embedded advertisements that transform existing objects—walls, billboards, screens, vehicles, clothing, and digital displays— into dynamic, context-aware ad placements while the video plays uninterrupted.

04 Core Capabilities

4.1 In‑Video Object Detection & Placement

4.2 Personalization & Recommendation Engine

4.3 Dynamic Ad Rendering Pipeline

4.4 Measurement & Analytics

05 Value Proposition

Viewers

  • Uninterrupted, cinema‑like viewing without hard ad breaks.
  • More relevant, less intrusive ad experiences blended into the story world.
  • Reduced need for ad‑blockers and fewer reasons to abandon sessions mid‑stream.

Content Creators

  • Monetize without sacrificing watch time or audience trust.
  • Activate back catalog content with fresh campaigns over time.
  • Define which scenes and objects are allowed or excluded from ad use.

Advertisers & Brands

  • High‑impact, always‑on placements with stronger recall than skippable pre‑rolls.
  • Precision targeting and personalization, improving conversion and ROI.
  • Brand‑safe context through content classification and creator controls.

Platform / Organization

  • Differentiated product vs. traditional ad‑supported streaming.
  • Premium inventory with potential for higher CPMs and sponsorship packages.
  • Improved retention, engagement, and total watch time across the catalog.