Tech Meetup | "AI in Production: What's Actually Shipping in Media Workflows"
Details
Everyone's talking about AI in the media workflow — QoE optimization, multi-CDN decisioning, auto-cropping, clip and highlight generation. The demos look great. But the real question is: what's actually running in production?
That's the focus of our next Tech Meetup (Thu, July 30): not the pitch decks, but the practice, where AI is genuinely deployed in live media operations and content workflows, what broke on the way there, and what still keeps a human in the loop.
We'll open with two projects we're shipping at Qualabs:
• AI for Live Operations — incident triage, root-cause-analysis and diagnosis automation during live events.
• AI for Content Validation — moving highlight QC from a human watching every clip to LLM + multimodal validation.
We're looking for speakers — especially operators and engineers who've taken AI from proof-of-concept to real projects. If you've put AI to work somewhere in your workflow and have honest lessons from production, we want you on stage.
Know someone who's working on this? Share the post!