AI tool saves so much time for more complex scenarios. It understands relationships between internal objects as well as external, so natural language is a great starting point for more complex business requirements. Easy to set up, can be up and running with either weld's in-platform, or connect to your own warehouse such as BigQuery. Customer support is fast and helpful, rarely escalated. Simple to dive in for quick queries as well as for role-specific work for data engineers/specialists.

Weld has a really wide range of available ETL and ELT integrations that are not paywalled behind higher-cost account levels, making it perfect for data-driven scale-ups who are poorly served by incumbant enterprise services. The setup is straightforward for users of existing cloud data warehouses. They also have built-in warehouses, if you're just getting started and have no data warehouse at all, making it great for new businesses too. The integrations and orchestration, on the whole, work well and the support is very efficient.

I've been using Weld for over 18 months and consistently recommend it to all my clients. As a data engineer, what stands out most is the ability to code transformations directly rather than being limited by a drag-and-drop interface. This makes Weld a serious tool for technical users who prefer flexibility and control over their data workflows. Weld is incredibly reliable — once it's set up, it just works. I trust it to run consistently and without issue. On top of that, the pricing is excellent, especially compared to some of the bigger players in the space that charge a premium for features I don’t need. If you're technical and value performance, transparency, and affordability, Weld is a no-brainer.