Tamr Insights
Tamr Insights
The Leader in Data Products
May 20, 2024

Turbocharge Customer Data with AI

Turbocharge Customer Data with AI
  • Traditional MDM solutions struggle with scalability, manual effort, centralized control, and cost complexities.
  • Adopting an AI-first approach to data mastering can enhance business intelligence, improve operational efficiency, and deliver superior customer experiences.
  • Success stories showcase the benefits of AI-powered golden records.

Understanding your customers is paramount. However, fragmented data often stands in the way, preventing businesses from achieving the coveted 360-degree view of their customers. Traditional master data management solutions (MDM), designed for static data, struggle to keep up with the dynamic nature of modern data landscapes. This is where an AI-first approach to data mastering comes into play, offering a powerful alternative that not only overcomes these challenges but also amplifies business intelligence and accelerates growth.

The Challenges of Traditional Master Data Management Solutions for Customer Data

Traditional MDM relies heavily on rules-based approaches to standardize, validate, and govern data across systems and silos within an organization. While this method once seemed innovative, it has significant limitations in today's rapidly evolving data environment:

  • Scalability Issues: MDM systems are built for static data and struggle to scale as data sources grow and diversify.
  • Manual Effort: Maintaining and updating rules requires significant manual effort, making it difficult to keep up with changes in data.
  • Centralized Control: Governance and management are centralized, leading to inefficiencies and bottlenecks.
  • Cost and Complexity: Implementations are costly, time-consuming, and complex, often requiring specialized teams to ensure success.

These limitations prevent traditional MDM solutions from delivering the reliable, comprehensive data needed to achieve a true Customer 360 view, ultimately hindering business growth and operational efficiency.

An AI-First Approach to Mastering Customer Data

To overcome the limitations of traditional MDM, companies are turning to AI-powered, human-refined golden records. This modern approach leverages artificial intelligence to clean, curate, and enrich data, ensuring accuracy and comprehensiveness. Here’s how AI can revolutionize data management:

  1. Automated Data Processing: AI can handle large volumes of data efficiently, automating the process of data matching, cleaning, and standardization. This reduces the manual effort required and ensures consistency.
  2. Scalability and Flexibility: AI-powered systems can easily adapt to new data sources and evolving data landscapes, providing the scalability needed to manage dynamic data environments.
  3. Enhanced Accuracy: By integrating human expertise with AI, companies can refine data with domain-specific knowledge, ensuring the highest level of accuracy and reliability.
  4. Faster Time to Value: AI accelerates the creation of golden records, enabling businesses to quickly realize the benefits of accurate, comprehensive data.

Success Story: Old Mutual Reinvents Customer Experience with an AI-First Approach

Old Mutual, Struggling with fragmented customer data across three MDM systems, Old Mutual turned to Tamr's AI-powered technology. In just six weeks, they improved data accuracy by 69% and fully decommissioned their legacy MDM solutions within nine months, saving millions in costs and enhancing customer experiences.

The Path Forward: AI-Powered Golden Records

AI-powered golden records represent a transformative approach to data mastering, allowing companies to achieve a comprehensive and accurate view of their customers. By combining AI with human expertise, businesses can create dynamic, reliable, and adaptable data that meets the demands of an ever-changing landscape.

Adopting an AI-first approach to data mastering offers a faster, accurate, and scalable solution compared to traditional methods. This innovative strategy enables businesses to unlock the full potential of their data, enhancing business intelligence, improving operational efficiency, and ultimately delivering superior customer experiences.

Book a demo and find out how Tamr can help your organization achieve golden records and transform your data mastering practices.