In the luxury sector, delivering a coherent and personalized experience across all touchpoints is critical. This project was designed to create a single, reliable customer view capable of connecting digital and physical channels and supporting data-driven engagement strategies.

A leading Italian luxury fashion brand with a strong omnichannel presence and the need to orchestrate consistent customer experiences throughout the entire journey.

The client faced several challenges related to data fragmentation and system complexity:

  • Building a 360° customer view by unifying data from multiple sources
  • Implementing first party identity resolution
  • Ensuring data governance, retention, and integration with legacy BI systems
  • Enriching online interactions and coherently linking them to customer identity

BitBang designed an ML powered omnichannel customer centricity solution built on a Customer Data Lake.

The solution includes:

  • Customer data lake setup and data ingestion pipelines
  • Mapping and analysis of key omnichannel customer journeys
  • Customer based ecommerce recommendation engine powered by predictive models and machine learning
  • Custom reporting and KPI calculation on modern BI platforms
  • An architecture ready to support future advanced use cases
  • Consistent, non-duplicated communication across all channels
  • Activation of new marketing journeys (re-engagement, upselling, cart abandonment)
  • Personalized transactional emails
  • More relevant, data-driven in store customer experiences
  • Highly personalized ecommerce recommendation carousels
  • Increased customer engagement and loyalty
  • Improved predictability of business outcomes
  • Better performance across key KPIs such as ROAS, NSAT, and repeat orders

“Unifying customer data allowed us to move from fragmented communications to a truly omnichannel experience, fully aligned with our brand positioning.”

- Head of CRM & Customer Experience, Luxury Fashion