Domery

Domery is an end-to-end data AI assistant launched by Tencent, designed specifically to help those who don’t know how to write SQL queries understand how to work with data. All you need to do is ask a question in natural language, and it will handle everything from identifying the relevant tables, compiling the query, executing it, to generating the results in visual form. It will also clearly explain the logic behind each step of the process.

The term “end-to-end process” means that it doesn’t stop at just the query step; rather, the entire workflow—from data acquisition, preprocessing, analysis to the final generation of visual reports—is completed in a continuous and coherent manner. This has practical significance for those working in business operations: in the past, resolving even a simple operational issue required waiting for the data teams to complete their tasks; now, 70% to 80% of such processes can be completed independently.

It is important to note that the effectiveness of such tools highly depends on the standardization of the underlying data tables. If table names and fields lack Chinese annotations, or if the measurement criteria are not uniformly defined, the accuracy of natural language queries will decline significantly – and this is not a problem with the model itself. Such tools are more suitable for teams that have already organized their data warehouses in a well-structured manner. The product offers a free trial version for users to try out.