Скачать или смотреть Human-in-the-Loop: The Only Path to Trustworthy AI in CPG Reformulation

Reformulation is no longer a once-in-a-decade challenge for CPG brands — it’s a constant cycle driven by sugar taxes, sodium reduction mandates, sustainability pressures, and shifting consumer preferences.

In this deep-dive video, Kumar Srivastava (AI & CPG Innovation Leader) explains why Human-in-the-Loop (HITL) AI is the only way to ensure reformulated products are compliant, factory-ready, and consumer-approved.

What you’ll learn:
✅ Why reformulation projects fail — and how HITL prevents it
✅ The 9 critical checkpoints every formulation platform needs
✅ How Active Learning & Optimization accelerates R&D while reducing risk
✅ Real-world examples from Nestlé, Unilever, FDA warning letters, and UK baby food regulations
✅ How HITL translates into faster launches, fewer failures, and higher margins

This is more than AI theory. It’s a roadmap for executives, R&D leaders, and innovators who want to future-proof their product pipelines.

👉 If you’re serious about reformulation success in 2025 and beyond, this is a must-watch.

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