What challenges did FairPrice Group face before AI implementation?

FairPrice Group needed to enhance shopping experiences and employee productivity across retail stores with AI-powered personalization and operational automation. They sought to implement conversational AI in shopping carts and improve product search and recommendations to better serve diverse customer needs. The company required AI tools to empower employees and automate repetitive tasks like creative ad generation and workflow management.

What was the impact of the AI solution?

FairPrice Group improved customer click rates by up to 18% through personalized recommendations and enhanced product search experience. Advertising costs and ad creation time dropped sharply, improving marketing agility and ROI. Employees achieved better efficiency and collaboration through AI-driven workflow automation and information access. Customers experienced personalized wellness advice and product suggestions in-store, elevating brand engagement and customer satisfaction.

Source

GCPProductionEvidence: Medium65/100

FairPrice Group redefines retail experiences with Google Cloud agentic AI

Use case typeConversational supportUpdated Jun 13, 2026

FairPrice Group launched AI-powered supermarkets with cloud-connected shopping carts featuring in-cart assistants powered by Google Cloud's Chirp 2 speech recognition and Gemini API for personalized product recommendations and conversations. Customers benefit from improved search with Vertex AI Search and in-store knowledge agents providing recipe-based complementary product suggestions using Google Search API, Vertex AI RAG Engine, and Gemini API. FairPrice Group employees use Gemini Enterprise integrated with Google Workspace for faster information synthesis and custom agent development via no-code tools, automating workflows in HR, customer service, and marketing. Campaign ad creation was accelerated by 10x and costs reduced by up to 100x using Imagen 4 and Veo 3 models on Vertex AI with the Gemini API. The Group also deployed wellness assistants using the Gemini API and various vendor APIs to provide personalized health and nutrition advice in-store.

Organization: FairPrice Group
Industry: Retail
Location: Singapore
Published: May 2026

Reported outcomes

+18%

quantified impactOther quantified impact

Strategic outcomes

New product / capabilityLaunched AI-powered supermarketsNew product / capabilityAdded in-store conversational shopping assistantsCustomer experience & trustImproved personalized product discoveryEmployee experienceAutomated employee workflows

Why do we believe this?Outcome claims, sources, and evidence checks

Normalized claim

Quantified impact: 18% increase

Google Cloud Customer StoriesMay 10, 2026Customer storyInferred claimMedium evidence strength

FairPrice Group improved customer click rates by up to 18% through personalized recommendations and enhanced product search experience.

Why do we believe this deployment?Customer identity, provider attribution, maturity, and source checks

Customer: FairPrice Group
Provider: GCP
Maturity: Production
Linked source: Google Cloud Customer Stories

The Group also deployed wellness assistants using the Gemini API and various vendor APIs to provide personalized health and nutrition advice in-store

Customer identity supportedSource describes one deploymentMaturity supported

Primary read

Use case focus

Showing 3 of 3

1Agentic AI for Retail Customer Experience
2Conversational AI
3Workflow Automation

FairPrice Group needed to enhance shopping experiences and employee productivity across retail stores with AI-powered personalization and operational automation.
They sought to implement conversational AI in shopping carts and improve product search and recommendations to better serve diverse customer needs.
The company required AI tools to empower employees and automate repetitive tasks like creative ad generation and workflow management.

FairPrice Group collaborated with Google Cloud to develop the 'Store of Tomorrow' program, launching AI-powered supermarkets in Q3 2025 with agentic AI assistants.
The implementation leverages the Google Cloud Agent Development Kit and open standards like the Model Context Protocol for building conversational AI agents.
The system incorporates multi-modal Gemini API for conversation and knowledge agents, Vertex AI RAG Engine and Search for product catalogs and inventory search, and Chirp 2 for speech recognition.
Gemini Enterprise integration with Google Workspace enables employees to create custom agents and improve productivity.
Custom creative agents built using Vertex AI and Gemini API automate ad creation, significantly reducing time and costs.

Technologies

Chirp Gemini API Google Cloud Agent Development Kit Gemini Enterprise Model Context Protocol Vertex AI RAG Engine Vertex AI Search Vision AI

FairPrice Group improved customer click rates by up to 18% through personalized recommendations and enhanced product search experience.
Advertising costs and ad creation time dropped sharply, improving marketing agility and ROI.
Employees achieved better efficiency and collaboration through AI-driven workflow automation and information access.
Customers experienced personalized wellness advice and product suggestions in-store, elevating brand engagement and customer satisfaction.

Architecture

The AI-powered retail solution uses Google Cloud Agent Development Kit, Gemini API for conversational and knowledge agents, Chirp 2 for speech recognition, Vertex AI RAG Engine and Vertex AI Search for product catalog and inventory search. Gemini Enterprise is integrated for employee productivity tools and custom agent creation. The system runs on a multi-agent architecture delivering personalized customer interaction and operational automation.

Sources & evidence1

Evidence: Medium65/100Evidence strength