Monday, December 15, 2025

Ask HN: AI Agents Shine in Demos, But How Are They Being Implemented in Real Life?

🚀 As the leader in digital and brand strategies at a major CPG company, I’ve embraced agentic automation for a product launch that pushes boundaries beyond standard prototypes. Here’s what we achieved:

  • Content Generation & Localization: Agents created targeted messaging for diverse markets.
  • Asset Routing: Seamlessly connected design, legal, and marketing teams.
  • SKU Variant Management: Ensured consistency across all channels.
  • Post-Launch Adaptability: Quickly addressed changes in claims and packaging.

However, the process revealed challenges:

  • Drift Issues: Automated outputs diverged from approved standards over time.
  • Continuous System Approach: Shifting focus to real-time monitoring rather than pre-launch control.

With our upcoming Christmas launch featuring 60 influencers and over 500 assets, adapting quickly is crucial. I’m eager to connect with others in the field:

  • Are your automation agents handling live assets?
  • How do you maintain compliance after launch?

Let’s share insights and innovate together! 💡✨

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