Systems | Development | Analytics | API | Testing

GPU underutilization costs enterprises millions annually, with expensive accelerators frequently running single workloads at a fraction of their capacity. According to ClearML’s 2025-2026 State of AI Infrastructure at Scale report, almost half (49.2%) of IT leaders at F1000 companies identified maximizing GPU efficiency across existing hardware, including shared compute and fractional GPUs, as their top priority for expanding AI infrastructure over the next 12-18 months.

Today, we are unveiling a new ThoughtSpot. Not because we needed a new logo. Because our brand needed to catch up to the company we already are. If you know ThoughtSpot, you know us as more than dashboards or static analytics. You know us as the place where every question has an actionable answer. We are an AI company. We lead in Agentic Analytics. And it is time for our brand to make that unmistakably clear. And yes, I am excited. We are all excited.

When recognition comes directly from customers, it feels different. I am very proud that Qlik has been named a Customers’ Choice in the 2025 Gartner Peer Insights Voice of the Customer for Analytics and Business Intelligence Platforms. This is the second year in a row that Qlik has received this distinction. It is based entirely on feedback and reviews from verified users of Qlik solutions around the world.

This guide explains what data exchange is, why it matters, and how modern platforms enable secure, governed data sharing across teams and partners. We define key capabilities, outline evaluation criteria, compare leading tools, and share practical strategies used by high performing data teams. As a data pipeline and integration platform, Integrate.io appears in this list for its governed, low code approach to moving, transforming, and sharing data across warehouses, databases, and SaaS systems.

This guide evaluates the top data exchange software for moving datasets and content between apps, clouds, and partners. We compare iPaaS, ETL and ELT, CDC, reverse ETL, MFT, and B2B platforms against real needs like governance, scale, and time to value. Integrate.io is included for its unified approach to ETL, ELT, CDC, and reverse ETL with hundreds of connectors and strong support.

This guide ranks the top data exchange tools that help teams move, share, and operationalize data across applications, partners, and clouds. We evaluate platforms across ETL and ELT, streaming, B2B EDI, managed file transfer, and cloud data sharing. Integrate.io earns the top spot for pairing secure, low code data exchange with strong transformations and governance across modern stacks. The list balances breadth and depth, so you can match tools to real integration needs without guesswork.