![Jeni J.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Jeni J.") JJ Jeni J. Software Dev , Ai Agents Builder Information Technology and Services Mid-Market (51-1000 emp.) 8/1/2026 "Bringing Natural Language to Business Intelligence" 4/5 What do you like best about Querio? I use Querio to explore business data through natural language instead of writing SQL or waiting for analysts to build dashboards. It's especially useful for quickly answering ad hoc questions, creating visual reports from live data, and helping both technical and non-technical team members make faster, data-driven decisions. Querio solves the bottleneck of having to rely on SQL experts or wait for custom dashboards for new business insights. Its AI translates plain-language questions into SQL and returns explainable results, making data exploration faster for all teams. I like that Querio makes complex data analysis feel accessible without hiding what's happening behind the scenes. The AI is very good at translating natural language questions into SQL, the semantic layer keeps metrics consistent across the team, and I appreciate being able to inspect and refine the generated queries when I need more control. It strikes a nice balance between ease of use for business users and transparency for technical users. The AI doesn't just generate an answer; it shows the SQL behind it, allowing me to verify the logic, make adjustments if needed, and trust the results. The semantic layer ensures everyone is working from the same business definitions and metrics, which reduces confusion and makes analyses much more consistent. Also, the initial setup of Querio was very easy. Review collected by and hosted on G2.com. What do you dislike about Querio? One enhancement I'd really appreciate is more proactive AI guidance that can identify undocumented areas of the codebase and suggest what should be documented before it becomes a maintenance issue. It would also be useful to have tighter integrations with IDEs and project management tools, plus support for automatically updating documentation as pull requests are merged, making the entire documentation process even more seamless. Review collected by and hosted on G2.com. What problems is Querio solving and how is that benefiting you? I use Querio to explore business data through natural language, avoiding SQL and delays for insights. It solves bottlenecks by generating accurate SQL from plain-language questions, enabling both technical and non-technical teams to quickly make data-driven decisions with consistent business definitions. Review collected by and hosted on G2.com. Show More Our network of Icons are G2 members who are recognized for their outstanding contributions and commitment to helping others through their expertise. G2 Icon Rating Updated (8/2/2026) Current UserValidated ReviewerIncentivizedSource: G2 invite See what 11 reviewers think of Querio 4.6 out of 5 ยท Verified reviews from real users [ Read all reviews ](https://www.g2.com/products/querio/reviews)