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**When Your Supply Chain Starts Thinking for You**

2h ago · 4 sources · trend

AI is no longer a slide in the strategy deck. It is in the cart, the cloud, and the factory line.

Alibaba says it will exceed its planned 380 billion yuan investment in AI over the next three years as it ramps up cloud computing capacity. The payoff is already showing. Revenue from its Cloud Intelligence Group jumped 38% year on year to 41.63 billion yuan, with AI-related products driving 30% of external customer revenue in that division. Alibaba expects AI to contribute more than 50% of cloud revenues in about a year.

Consumers are moving just as fast. NielsenIQ reports that 42% of US consumers have used AI shopping tools in the past month. 17% use AI for product recommendations. 10% use AI as a shopping assistant. Another 10% have used a voice assistant to purchase or reorder. 19% tap AI-powered subscriptions or auto-replenishment. Mintel adds that 48% of US shoppers say AI makes online shopping easier, while 68% of Chinese consumers trust AI-based health solutions.

Brands are rewiring too. Hershey built an AI marketing system trained on three years of sales and marketing data. It now evaluates performance monthly and covers all active brands, not just around five each year. On the factory floor, Chef Robotics is automating secondary packaging and kitting for CPG lines, handling items like sauce sachets and seasoning packets.

Why it matters. AI is threading through demand gen, demand capture, and demand fulfillment at the same time. The contrarian take. The tech is scaling faster than the evidence. A review of 16 studies covering 10,863 participants found AI nutrition interventions show short term gains, but limited robustness and risk of bias. Trust and proof will decide who wins when every part of the value chain starts thinking.

Key facts

  • Alibaba said it will exceed its planned AI investment of up to 380 billion yuan over the next three years as it ramps up cloud-computing capacity.
  • Revenue from Alibaba's Cloud Intelligence Group rose 38% year-on-year to 41.63 billion yuan, with AI-related products accounting for 30% of external customer revenue in the cloud division.
  • Alibaba expects AI-related revenue to contribute more than 50% of cloud revenues in about a year.
  • According to NielsenIQ, 42% of US consumers have used AI tools to shop within the past month.
  • NielsenIQ found that 17% of consumers use AI for product recommendations, 10% use AI as a shopping assistant, 10% have used a voice assistant to purchase or reorder products, and 19% use AI-powered subscription or auto-replenishment features.
  • Mintel data shows that 48% of US consumers believe AI makes it easier to shop for products online, while 68% of Chinese consumers feel AI-based health solutions are trustworthy.
  • A systematic review of AI-based nutrition interventions identified 16 eligible studies involving 10,863 participants, with many studies showing short-term improvements but limited robustness and risk of bias.
  • Hershey developed an AI-powered marketing measurement and decision-making system trained on three years of sales and marketing data to improve efficiency and ad spend allocation.
  • Hershey's new system will allow monthly evaluation of marketing performance instead of updating its marketing mix model three times a year, and will measure all brands with active campaigns rather than only around five annually.
  • Chef Robotics announced that its robots can now automate secondary packaging and kitting for CPG manufacturing lines, handling items such as sauce sachets, seasoning packets and dried proteins.
  • 380 billion yuan
  • $55.96 billion
  • 38%
  • 41.63 billion yuan
  • 30%
  • 50%
  • 42%
  • 17%

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