Interview with

Victor Bueno

Victor Bueno
MarTech Competence Director
@BIP xTech

An interview with Victor Bueno on Customer Data Hubs

In today’s data-driven world, businesses are constantly seeking ways to better understand their customers and deliver personalized experiences. The Customer Data Hub (CDH) has emerged as a key solution for achieving these goals. To gain deeper insights into CDHs and their benefits, we sat down with Victor Bueno, MarTech Director at BIP xTech.

The need for a Customer Data Hub

Q: If companies already have a CRM or a Customer 360, why they may need a CDP?

Victor: DWH or Customer 360 solutions are useful, but they are primarily designed for analytical purposes. A Customer Data Platform (CDP), on the other hand, can feed analytical environments, but its core function is to make customer, prospect, and anonymous user data actionable in real-time.

Another key difference is that while a Customer 360 focuses on transactional data from existing customers, a CDP is essential for managing prospects and anonymous users. With a CDP, companies can gain valuable customer insights even before a prospect becomes a known customer.

Q: What exactly is a Customer Data Hub?

Victor: A CDH is a centralized platform that unifies customer data from multiple sources, providing a complete and actionable view. This allows businesses to personalize experiences across different channels, optimize marketing campaigns, and make data-driven decisions.

Overcoming challenges with CDHs

Q: What are the key challenges that CDHs help solve?

Victor: There are several challenges companies face that a CDH can address:

  • Fragmented data and silos, which prevent a unified customer view.
  • Lack of real-time insights, making timely decision-making difficult.
  • Personalization struggles, reducing the effectiveness of campaigns.

By leveraging a CDH, businesses can consolidate data, gain deeper Customer Insights, and improve their customer engagement strategies.

Q: What capabilities does a CDH offer?

Victor: Certainly! A CDH offers several key functionalities:

  • Real-time data integration and unification, offering a 360-degree customer view.
  • Identity resolution, linking customer data across various touchpoints.
  • Foundation for personalization and analytics, enabling better marketing strategies.

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Benefits and AI integration

Q: What are the biggest benefits of implementing a CDH?

Victor: Implementing a CDH can bring significant advantages to businesses, including:

  • Eliminating data silos, creating a single source of truth.
  • Building comprehensive customer profiles, including behavioral and preference data.
  • Enabling real-time activation, allowing personalized responses instantly.
  • Boosting marketing ROI, by improving targeting and messaging.
  • Overcoming measurement barriers, ensuring clear performance tracking.
  • Enhancing data governance, ensuring quality, security, and compliance.

Q: How should companies choose the right CDH architecture?

Victor: There’s no one-size-fits-all solution. The best choice depends on business needs, technical infrastructure, and budget. Common options include cloud-based solutions, SaaS platforms, and hybrid models. At BIP xTech, we help companies select and design the best architecture based on their customer insights and marketing goals.

Role of CDH in AI and personalized experiences

Q: Why is now the time for businesses to invest in a CDH?

Victor: The increasing demand for personalized and responsive customer experiences has made the CDH an essential tool. Businesses that fail to embrace a data-driven approach to customer engagement risk falling behind.

Q: Talking about AI, how can AI benefit from CDH and vice-versa?

Victor: AI can benefit from a CDH by leveraging a complete golden record with real-time data to create more sophisticated behavioral profiles and develop personalized recommendation models. The CDH consolidates a unified customer view and enables AI to target audiences with enriched attributes across channels. In return, AI enhances the CDH with more precise, business-aligned attributes.

Use cases and convergence between Agentic AI and CDH

Q: What are the most relevant AI use-cases on this context?

Victor: AI provides CDH with the opportunity to incorporate a semantic layer on top of the golden record. Beyond behavioral models widely used by marketers, one of the most innovative advancements we see is the creation of data-driven personas—enriching clustering models with market research and inspirational elements. This enables companies to establish the foundation for a content layer and drive the creation of personalized Generative AI-based content with an adapted tone of voice for different users. This process helps extract more customer insights and delivers more tailored experiences.

Q: We are seeing a strong market change with Agentic AI; how can these two worlds converge?

Victor: Agentic AI is significantly transforming customer touchpoints, especially in sales, support, and retention. By integrating Agentic AI with a CDH, businesses can leverage real-time data to provide personalized, context-aware experiences. This combination enables more efficient, engaging interactions across various customer touchpoints. Looking ahead, we foresee the emergence of personalized AI Shopper, which will handle purchases and interactions seamlessly across channels, providing customers with a more intuitive and customized journey.

Starting the transformation

Q: But where to start in this transformation program?

Victor: I would say that the transformation program must start with the identification of business use-cases. From our experience, the success of MarTech initiatives is strongly related to the engagement of both business and IT teams. Then, it’s important to identify data sources (CRM, web behavior, offline data) and channels (activating real-time both paid and owned channels) and design a MarTech architecture that is compliant with the IT landscape and cloud strategy. Once you have a golden record, start with simple but valuable use-cases and evolve to integrate AI into the story.

Ready to unlock the power of your customer data?

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Interview with

Victor Bueno

Victor Bueno
MarTech Competence Director
@BIP xTech

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Get in touch

Milan, Italy | BIP xTech Head Office

Torre Liberty Building
Galleria de Cristoforis 1, Milan, 20121

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    Get in touch

    Milan, Italy | BIP xTech Head Office

    Torre Liberty Building
    Galleria de Cristoforis 1, Milan, 20121

      This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.