Banking on Customer Data to Build Growth

How Banks Can Build Revenue Engines from Customer Data with Pretectum CMDM

Traditional banks face mounting pressure from AI-powered fintech challengers and digital-first neobanks that deliver hyper-personalized, seamless customer experiences.

To compete effectively, banks must shift from reactive service models to proactive, data-driven growth engines. Central to this transformation is the ability to unify, govern, and leverage customer data across the enterprise. Pretectum explores the strategic imperatives for banks, as outlined in recent industry insights, and argues for how the Pretectum Customer Master Data Management (CMDM) platform uniquely empowers banks to realize these goals.

Defragging Customer Data with SCV

Many banks continue to grapple with siloed legacy systems that fragment customer data across onboarding, daily banking, support, and wealth management functions. Such fragmentation impedes delivering consistent, personalized experiences and limits the ability to innovate rapidly, not to mention the associative risks associated with the absence of a single customer view (SCV) and duplicative customer profiles.

Pretectum CMDM’s Golden Record Management is designed to solve this challenge by consolidating customer information from multiple internal and external sources into a single, accurate “golden record”. This unified customer profile eliminates inconsistencies and redundancies, providing a 360-degree view that supports seamless omnichannel engagement. By acting as a central data hub with flexible integration capabilities, Pretectum CMDM bridges legacy systems and modern platforms, enabling banks to break free from data silos and deliver the consistent, personalized experiences customers demand.

Turning Data into a Growth Engine with AI-Powered Personalization

The future of banking lies in transforming customer data into actionable insights that drive personalized product offers, timely financial advice, and proactive engagement. Leading digital challenger banks like Revolut, Monzo, Nubank and Airwallex, Varo BankGreen DotAlex BankFlowBankVirgin Money Australia, and WeLab Bank and even the heritage currency exchange providers like Wise (formerly TransferWise), Monese, FairFX, Dzing and N26 which may not be classically defined as banks, but rather as financial services providers, leverage AI and machine learning to tailor value propositions and onboarding journeys that build customer habits and loyalty.

Pretectum CMDM provides the robust data foundation necessary for AI-powered personalization by ensuring high data quality through cleansing, deduplication, and enrichment processes. Its real-time data synchronization supports dynamic, context-aware interactions, enabling banks to layer AI and analytics on top of trusted customer profile data. This empowers marketing, sales, and service teams to orchestrate personalized campaigns and product bundles at scale, as well as integrate identity and authentication services that can drive cross-selling and customer expansion as well as support AML efforts.

Driving Preferences tastes Integration Privacy Personalization Engagement Brand Customer Value in Customer Preference Centers Infographic

Balancing Personalization with Security and Compliance

Banks must navigate complex regulatory environments, including KYC and AML requirements, while delivering personalized experiences. Maintaining data privacy and security is paramount to building customer trust and meeting compliance mandates.

Pretectum CMDM excels in data security and governance, offering encryption, data masking, fine-grained role-based access control (RBAC), and comprehensive auditing capabilities. These features ensure sensitive customer information is protected and that data access and modifications are tightly controlled. The platform supports regulatory compliance by enabling banks to implement data stewardship programs and maintain auditable data governance frameworks, balancing automation with human oversight where necessary.

Enhancing Customer Experience Through Consistency and Transparency

Customers expect seamless experiences across digital and physical channels, with transparent control over their personal data and consent preferences.

Pretectum CMDM’s self-service and consent management capabilities empower customers to verify and update their contact information and manage consent, fostering transparency and trust. By maintaining a single source of truth for customer data, the platform ensures consistent experiences across mobile apps, online banking, call centers, and branch interactions. This consistency reduces friction, improves customer satisfaction, and supports omnichannel engagement strategies.

Transparent IVR integration Infographic

Scalability and Flexibility to Support Growth and Innovation

As banks grow and adopt new technologies, their data management platforms must scale and adapt without compromising performance or governance.

Pretectum CMDM’s cloud-native, composable architecture supports horizontal scaling and flexible configuration to meet evolving business needs. It accommodates multiple customer types and data models within a unified framework, enabling banks to tailor data management to diverse segments such as retail, wealth, and corporate clients. This flexibility accelerates innovation cycles and supports rapid deployment of new AI-driven products and services.

Driving Organizational Change and Data-Driven Culture

Building a revenue engine from customer data requires more than technology; it demands a cultural shift towards growth-oriented, data-driven decision-making.

Pretectum CMDM facilitates this transformation by enabling active data stewardship and governance, assigning data owners and stewards across business units to ensure accountability and data quality. The platform provides continuous insights into data health and usage, supporting informed leadership decisions and fostering a culture of data excellence. This organizational alignment is critical for moving beyond cost-cutting to sustained revenue growth through personalized customer engagement.

Composability is the capability to create modular and interchangeable data services that can be used across different applications or processes without the need for extensive customization. Composable Infographic

The imperative for banks is clear: to compete with agile fintechs and neobanks, traditional banks must unify customer data, leverage AI-powered personalization, and embed robust data governance into their operations.

Pretectum CMDM offers a comprehensive, banking-focused solution that addresses these needs by delivering some key functionalities that address traditional challenges head-on.

  • Pretectum’s single, accurate customer golden record breaks down data silos and enables seamless omnichannel experiences.
  • Robust data quality and enrichment built-in; provides processes that underpin AI-driven personalization and proactive engagement.
  • CMDM’s advanced security and compliance features that protect sensitive data are supportive of privacy, data handling and regulatory mandates.
  • Self-service and consent management for consumers, enhances transparency and customer trust.
  • A scalable, flexible SaaS architecture adapts to any bank’s evolving business demands and accelerates innovation.
  • Tools for banking customer data stewardship and governance that drive organizational change and data-driven growth.

By integrating Pretectum CMDM into their digital transformation strategies, banks can build powerful revenue engines fueled by trusted, actionable customer data-delivering superior experiences that attract, retain, and grow their customer base in an increasingly competitive market.


If your bank is ready to unlock the full potential of customer data and accelerate growth, exploring how Pretectum CMDM can be tailored to your specific needs is a critical next step.

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