Compare the best data cleaning software in 2026, including top tools for CRM hygiene, data enrichment, enterprise data ...

Delivering global data governance and compliance is crucial for financial institutions. Unfortunately, there are many in this sector that aren’t as rigorous at implementing it as effectively as they ...

If your business is struggling to manage customer profiles and customer master data across different departments, Customer Master Data Management (CMDM) solutions could be the answer. These tools ...

Forbes contributors publish independent expert analyses and insights. Gary Drenik is a writer covering AI, analytics and innovation. For centuries, banks have relied on relationships and legacy ...

Customer data platforms (CDPs) first gained popularity among marketing users as the technology tackled the marketing function’s complex customer data management challenges. These challenges included ...

Forbes contributors publish independent expert analyses and insights. Gary Drenik is a writer covering AI, analytics and innovation. This voice experience is generated by AI. Learn more. This voice ...

The CDP market is expanding again in 2025 — but the action is with embedded tools and acquisitions, not fresh startups. The Customer Data Platform (CDP) industry is gaining fresh momentum in 2025 — ...

Retail is standing at a crossroads. Shopper expectations are rising, channels are multiplying and AI is redefining how, where and why people buy. Yet beneath all this innovation, one thing quietly ...

Customer data integration (CDI) unifies data from multiple sources, creating a complete and accurate view of customers. It’s how your favorite online store knows exactly what you’re looking for—even ...

The customer data infrastructure powering most enterprises was architected for a world that no longer exists: one where marketing interactions could be captured and processed in batches, where ...