Question: I'm looking for a platform that helps me create a single customer profile by combining data from multiple sources.

If you need a system to build a single customer profile by integrating data from different sources, Treasure Data is a top contender. This AI-infused customer data platform (CDP) is designed to span data silos and provide a single customer view by combining historical behavior, real-time behavior and AI-derived predictions. It's got strong data governance and compliance features, too, so it's a good choice for big businesses trying to boost sales and efficiency.

Another top contender is mParticle, which offers a single customer view across all touchpoints. It combines real-time data quality and governance with AI-infused insights and predictions to optimize conversion, retention and time-to-monetization. mParticle has integration with more than 300 marketing and analytics tools and strong data governance, and it's suitable for companies ranging from startups to enterprises.

Tealium is another contender. This broad CDP ingests and manages customer data in real-time for a single customer view across all touchpoints and systems. With more than 1300 pre-built integrations and a focus on data privacy and security, Tealium helps companies understand their customers, build personalized engagement strategies and drive growth through data-driven insights. It's geared for marketers and data scientists.

Last, Twilio Segment is a powerful system for collecting, cleansing and activating customer data. It enriches customer profiles automatically with every interaction and integrates data with more than 450 pre-built connectors. With generative AI for targeted audiences and predictive AI for customer behavior, Twilio Segment has flexible pricing options so data engineers, marketers and product managers at companies of all sizes can use it.