What is Hex?
Hex is a web-based AI analytics and business intelligence platform for data teams and business users. Hex brings conversational data exploration, agentic notebooks, and interactive data apps into a shared environment. The product supports people with different technical backgrounds, from analysts working with SQL and Python to business users asking questions in natural language.
Hex grounds analysis in organizational context rather than relying on a question alone. Semantic models, database descriptions, and workplace rules provide the business definitions behind responses. The page positions this shared context as a foundation for self-service analytics, with governance and visibility for the data teams responsible for maintaining it.
What Hex can do
Hex combines tools for exploring data, building analyses, sharing results, and checking AI answers. Technical users can work in notebooks, while business users can use conversational interfaces and interactive apps. Context management and evaluation tools support the teams maintaining shared definitions and reviewing how agents respond to business questions.
- Hex combines SQL, Python, and no-code work in agentic notebooks.
- Hex supports natural-language exploration through Threads and Explore.
- Hex creates interactive visualizations and shareable data apps.
- Hex governs AI answers through Context Studio and semantic models.
- Hex evaluates agent responses with Evals.
- Hex tracks token spending at the thread level.
How Hex works
Hex supports a workflow in which users ask data questions, review generated analyses, and share findings through dashboards or data apps. Hex uses semantic models and organizational metadata to ground responses. The stated metadata sources include dbt, data warehouse connections, and Data Manager, connecting AI analysis to business definitions and available data.
Hex also makes analytics available through Slack, MCP, and a CLI. The page names Claude, Codex, and Cursor as environments where teams can work while Hex supplies data and organizational context. Context Studio shows agent conversations, topics, warnings, and sources, helping data teams inspect usage and identify missing context.
Who Hex is for
Hex serves data teams, business analysts, and business users who need access to organizational data. Hex supports technical analysis as well as self-service questions from people without the same coding background. The page describes use across data science, customer experience, and sales, alongside examples involving revenue, customer demand, forecasting, and account monitoring.
- Data teams can build a shared context layer for AI analytics.
- Business analysts can explore data and investigate business questions.
- Business users can ask questions through conversational interfaces.
- Teams can share revenue dashboards, forecasts, and customer-account views.
Hex pricing and plans
Hex offers a free starting option, and the page also provides a demo request path. The supplied structured data lists Community, Professional, Team, and Enterprise plans. The supplied page does not state plan prices, usage allowances, or feature differences between those plans, so the available information does not establish a detailed cost comparison.
Hex strengths and governance
Hex combines conversational access with notebooks and shareable apps, supporting different ways to work with data. Hex also provides model choice, including open-source models, thread-level spending visibility, and evaluation sweeps for comparing price and quality across models. Enterprise permissions and organization controls support governed access, and Hex states that customer data is never used to train Hex or partner AI models.
Hex FAQ
What is Hex?
Hex is a web-based AI analytics platform for data teams and business users. Hex combines conversational data exploration, SQL and Python notebooks, and interactive data apps, with AI responses grounded in semantic models, database descriptions, and workplace rules.
Is Hex free?
Hex offers a free starting option. Hex also lists Community, Professional, Team, and Enterprise plans in the supplied page's structured data, but the page does not specify prices, usage allowances, or the features included in each plan.
Who is Hex for?
Hex is for data teams, business analysts, and business users who need to explore organizational data. Hex supports technical notebook work and natural-language self-service, with the page describing use across data science, customer experience, and sales teams.
What integrations and access options does Hex support?
Hex supports Slack integration, MCP access, and a CLI, and the page names Claude, Codex, and Cursor as environments where teams can work with Hex context. Hex also ingests metadata from dbt, data warehouse connections, and Data Manager.
How does Hex ground and evaluate AI answers?
Hex grounds AI answers in semantic models, database descriptions, and workplace rules. Hex provides Context Studio for inspecting conversations and context gaps, along with Evals for assessing responses and evaluation sweeps for comparing model price and quality.
Does Hex use customer data to train AI models?
Hex states that customer data is never used to train Hex or partner AI models. Hex also states that metadata is stored in a secure vector database within Hex's architecture and describes enterprise permissions, governance, and organization controls.
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