Find 16 Best Agentic Analytics with Query Transparency in November 2026
Showing 1-16 out of 16
9.5
SpotScore

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What is Sisense?
Sisense offers easy to use Business Intelligence software that provides advanced analytics and real-time reporting dashboards transforming data into meaningful information. Sisense's high performance BI software includes all the business intelligence essentials: multi-dimensional slicing and ...
Read more about SisenseSisense offers custom pricing plan
9.0
SpotScore
Holistics
Streamline your data insights, transform your decisions.
Best for: SMB teams · Mid-market · Enterprise
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What is Holistics?
Holistics is not just business intelligence software, it's a full-fledged platform designed to help to make smarter business decisions. As for installation, the Holistics business intelligence software allows to install on premise and on the cloud. This will give maximum flexibility and choice ...
Read more about HolisticsStarts from $100/Month when Billed Yearly
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8.7
SpotScore
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What is Deepnote?
Deepnote is a browser-based collaborative virtual notebook that enables data scientists to quickly collaborate, deploy data and share projects with colleagues across any platform, such as Windows, Mac, Chromebook and Linux. With its user-friendly environment, tools like code intelligence, ...
Read more about DeepnoteDeepnote offers custom pricing plan
8.5
SpotScore

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What is Sigma?
Sigma is an all new business intelligence software, designed to be simple and intuitive. It offers quick access to crucial information about tasks in progress, customers, opportunities and pipelines. Sigma focuses on driving individual teams productivity, instead of being a centralized solution ...
Read more about SigmaSigma offers custom pricing plan
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What is Zenlytic?
Zenlytic is built around an agent named Zoë that answers data questions wherever the question gets asked: in Slack, in Teams, in Claude or ChatGPT, or in the Zenlytic application itself. Answers come back as live artifacts that stay connected to the data rather than as a static image, so the ...
Read more about ZenlyticZenlytic offers custom pricing plan
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What is AnswerRocket?
AnswerRocket runs an assistant called Max that takes a business question in plain language, works out the analysis, runs it and replies with a narrative a non-analyst can read. The part that matters to a data team is what comes with the answer: you can open the SQL queries and the analysis ...
Read more about AnswerRocketAnswerRocket offers custom pricing plan
WrenAI
Governed text-to-SQL agent for teams and other agents
Best for: SMB teams · Mid-market · Enterprise
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What is WrenAI?
WrenAI takes a question in plain language, writes the SQL and runs it, then returns the result as a chart, a dashboard or a spreadsheet. It runs in two modes: Agentic Mode, where the model plans the steps itself, and Classic Mode for a single direct query. The same definitions are exposed over ...
Read more about WrenAIVanna AI
User-aware SQL agent framework over your own database
Best for: SMB teams · Mid-market · Enterprise
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What is Vanna AI?
Vanna AI connects a model to your database as a user-aware agent: it is given the ability to run SQL queries and generate charts, so a question asked in plain language is answered by querying the data rather than by guessing at it. Because it is a framework rather than a finished application, ...
Read more about Vanna AIStarts from $50/month when monthly
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What is Count?
Count is a canvas where an agent does the analysis next to you and the working stays visible, which is the point the company leads with: do not trust AI, check it. Ask Count to re-run a churn analysis and it pulls the data from the warehouse, matches records across the connected applications ...
Read more about CountStarts from $49/editor/month when monthly, also offers free forever plan
Dot
AI data analyst that answers in Slack, Teams and email
Best for: SMB teams · Mid-market · Enterprise
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What is Dot?
Dot is an AI data analyst you ask in Slack, Teams or email, and it replies with the number, the chart and the work behind it, down to the query and its sources. Root cause analysis is a named capability rather than a side effect: ask why a metric moved and it investigates. Automated reports ...
Read more about DotStarts from $180/month when monthly, also offers free forever plan
Supaboard
One agent that does the analyst job on your own database
Best for: SMB teams · Mid-market · Enterprise
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What is Supaboard?
Supaboard points a single agent at your own database and asks it to do the whole analyst job: read the question, query the data, build the chart and keep the result as a dashboard, a sheet or a saved query. The SQL is printed beside every answer, so the reasoning can be checked before anyone ...
Read more about SupaboardStarts from $19/editor/month when monthly, also offers free forever plan

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What is Querio?
Querio lets users query and analyze business data using plain-language questions instead of SQL. It surfaces insights and context from data sets, acting as an on-demand analyst for teams that need to answer data questions without relying on dedicated data staff.
Read more about QuerioStarts from $30.00/user / month when Billed Yearly, also offers free forever plan

Metabase
Insights made easy with interactive data visualization.
Best for: SMB teams · Mid-market · Enterprise
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What is Metabase?
Metabase helps brands access comprehensive insights on their business performance. Through tables, bar graphs and other visualisations, users can zoom in on the data, monitor subscriptions and review it interactively with the help of the inbuilt notebook editor and SQL. Admins also have the ...
Read more about MetabaseStarts from $100/Month, also offers free forever plan
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What is Veezoo?
Veezoo is an innovative data analytics software that helps businesses gain invaluable insights into the questions they ask. The platform makes it quick and easy to create, save, and share intuitive dashboards to anyone in just a few moments. Perfect for small and medium-sized organizations, ...
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Hex
Experience the power of streamlined data management.
Best for: SMB teams · Mid-market · Enterprise
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What is Hex?
Hex is an innovative platform that makes data management and collaboration easier. Cutting-edge technology such as Python and SQL allow users to create reports, dashboards, and complex workflows right from the program. Streamline analytical tasks thanks to this powerful platform. Forget about ...
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What is Definite?
Definite is the ideal tool for professionals searching for a definitive answer to their data queries. It is advanced analytics software that works like a data analysis guru to give clear visuals, useful features and helpful summaries. By utilizing Artificial Intelligence, Definite can easily ...
Read more about DefiniteDefinite offers custom pricing plan
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About the reviewer
Rajat Gupta is the founder of Spotsaas, where he has built software research covering 25,000+ products across CRM, HR, AI, and finance. He applies hands-on product research and a background in commerce and the CFA program to evaluate software through a business and ROI lens. His goal: help teams make software decisions they won't regret.
Disclaimer: This research has been collated from a variety of authoritative sources. We welcome your feedback at [email protected].
