Resources
What It Means to Be Warehouse-Native
Enterprise software platforms increasingly need to connect directly to the customer's data warehouse. What that means in practice, and how to build it.
MCP vs. Data Exports: How AI Agents Should Access Your Product's Data
MCP gives agents a way to look up records and take actions. Data exports give them a way to answer analytical questions. A framework for product teams deciding what data access to ship for the agent era.
Which features are required for data exports?
When building or buying data exports, you must go beyond basic data transfer. The product must connect to multiple platforms, enforce security and compliance, deliver a smooth customer experience, and support automation for scale. This guide breaks down the essential capabilities to help you make the right choice.
Why SaaS products need customer warehouse data import
If customer data is required before your product becomes useful, CSV uploads and customer-built API scripts will not scale. Here's when to make warehouse import a first-class product feature.
Which tools can you use to build data export?
When building data exports, companies often consider data integration tools, data sharing platforms, and dedicated data export solutions. But not all technologies are built for customer-facing use cases. This post breaks down the pros and cons of each option, helping you choose the right solution to meet your customers' needs efficiently and profitably.
Why SaaS platforms should add data export
Like most product teams, you've got a long backlog of feature requests, and data export is just one of them. So, where should it rank? Here are some reasons our customers have moved data export to the top of their lists.
Best Reverse ETL Tools for Product and Engineering Platform Teams (2026)
Most reverse ETL roundups grade tools on internal data-team use cases. SaaS product and engineering teams shipping warehouse-native customer-facing integrations need a different lens — here's how the major tools compare through that lens.