MAE205IntermediateBreakout sessionMedia & Entertainment Playbook 5 live updates

AI at Speed of News: Unlocking Value from Media with Generative AI

What this session is about

For media and communications organizations, the ability to rapidly discover, repurpose, and distribute content across platforms directly impacts revenue and audience engagement. This session examines how Generative AI is transforming content operations through intelligent metadata extraction, semantic search, and automated workflow orchestration. Using a case study from a global media organization managing 13 petabytes of content growing at 3,000 hours daily, we'll explore practical implementations using Amazon OpenSearch for multimodal retrieval, Amazon Neptune for knowledge graphs, and agentic AI for content assembly. Learn how organizations are achieving faster time-to-market, improved content monetization, and enhanced audience experiences through AI-powered content discovery and recommendation systems

Playbook

Editorial commentary · what to actually do about this on Monday

The concept
13PB content, 3,000 hours/day growth. Metadata extraction, semantic search, automated workflow. OpenSearch + Neptune knowledge graphs + agentic content assembly.
Why it matters
Media monetisation scales with discoverability. Generative AI removes the metadata bottleneck that's plagued the industry for decades.
The hard parts
Knowledge graphs decay without maintenance. Stale graphs produce confidently wrong recommendations.
Playbook moves
(1) Plan for graph maintenance from day one. (2) Schema evolution is the tax — budget for it. (3) Tier content by freshness; old content can use older metadata.
The surprise
Multimodal retrieval (vision + text + audio together) is finally good enough for production media use cases. The unlock is *search-by-vibe* ("find me clips like this one"), not just keywords. That changes editorial workflows fundamentally — editors become curators, not searchers. ---

Independent editorial perspective — not an official AWS or speaker statement. Designed for executives evaluating what to brief their teams on next.

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