Richemont: AI-curated product suggestions using Google Cloud ML for retail client engagement
Richemont International SA used Google Cloud and AI/ML capabilities in an integrated Client Platform to improve customer experience across online, offline, and boutique journeys. Machine learning algorithms predicted which prospects or clients needed extra attention and what items to suggest, using engagement data such as email opens, clicks, SMS/MMS, and website visits. The solution was deployed across 11 brands in over 25 countries to support conversion, repurchase, and client loyalty.
- Organization
- Richemont International SA
- Industry
- Retail
- Location
- Switzerland
- Published
- March 2022
Why do we believe this deployment?Customer identity, provider attribution, maturity, and source checks
- Customer
- Richemont International SA
- Provider
- GCP
- Maturity
- Scaled Production
- Linked source
- Google Cloud Blog
Deploy and monitor algorithms at scale for several brands globally while tailoring outputs to each brand's business needs
Primary read
Use case focus
Showing 3 of 3
- 1Customer personalization
- 2Recommendation engine
- 3Propensity modeling
- Used machine learning algorithms to predict conversion and repurchase.
- Used machine learning and deep learning recommendations to select meaningful product suggestions.
- Leveraged Google x Salesforce Connector for website interactions and Google Cloud Composer to deploy and monitor models at scale.
Architecture
Richemont used an integrated Client Platform leveraging Google Cloud AI/ML capabilities. Engagement signals from email, SMS/MMS, and website visits were fed through the Google x Salesforce Connector, and machine learning plus a deep learning library were orchestrated and monitored with Google Cloud Composer to produce client propensity and product recommendation outputs at scale across brands and countries.
Sources & evidence1
- Customer explicitly identified
- Deployment status explicitly supported
- Technical implementation details available
AI-generated summary. Verify important details with the linked sources before relying on this case.
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