Business insightAI in action

Selected client contexts and AI applications for growth, sales, product innovation and supply-chain execution.

Illustrative professional kitchen with unbranded sauces and ingredients.
AI-generated industry illustration

Lee Kum Kee

Case experience

The evidence behind AI-assisted growth

Kitchen purchasing and competitive intelligence inform channel priorities, SKU choices and quarterly review. This is the commercial context AI-assisted planning can build on.

Case study presented in collaboration with Gaoyan.

Illustrative culinary workbench with red and golden tomatoes and soup samples.
AI-generated industry illustration

COFCO Tunhe

Case experience

Industry knowledge for AI-assisted innovation

Flavour trends, customer needs and chef research shaped tomato product development and launch communication, providing a grounded starting point for AI-assisted product discovery.

Case study presented in collaboration with Gaoyan.

An illustrative café counter with dairy ingredients, coffee and bakery products.
AI-generated industry illustration

Fonterra

AI application concept

AI-assisted customer prioritization

AI could connect customer profiles, dairy applications and purchase signals to prioritize B2B accounts and help sales teams prepare relevant product proposals.

Case study presented in collaboration with Gaoyan.

An illustrative foodservice preparation counter with coffee, dessert and bakery ingredients.
AI-generated industry illustration

Nestlé Professional

AI application concept

AI-assisted foodservice growth

AI could bring outlet, menu and usage insights together to identify foodservice opportunities and help account teams prepare proposals for different customer needs.

Case study presented in collaboration with Gaoyan.

An illustrative retail shelf with unbranded beer bottles and cans.
AI-generated industry illustration

AB InBev

AI application concept

AI-assisted outlet execution

AI could combine shelf images, outlet data and channel signals to surface distribution and display opportunities, helping sales teams prioritize visits and follow-up.

Case study presented in collaboration with Gaoyan.

An illustrative professional kitchen bench with sauce samples and cooked dish applications.
AI-generated industry illustration

Givaudan

AI application concept

AI-assisted flavour exploration

AI could organize flavour trends, application knowledge and customer briefs into a searchable knowledge base, helping teams explore product concepts and prepare focused R&D briefs.

Case study presented in collaboration with Gaoyan.

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