Do I need to know SQL or Python to use Sigma?

No. The core interface is a spreadsheet where business users can explore data with natural language (NLQ). However, power users can leverage SQL and Python for advanced calculations and data modeling.

How does governance and security work?

Sigma inherits permissions, auditing, and data lineage directly from your cloud data warehouse (e.g., Snowflake). All queries run at the source, so sensitive data never leaves your secure environment.

Can Sigma agents write back to our database?

Yes. Sigma agents can perform write-back operations to your warehouse, enabling closed-loop workflows like updating forecasts, logging actions, or managing approvals—all within the governed framework.

What is the 'warehouse-first architecture'?

It means Sigma doesn't create its own data store. It translates user actions into optimized queries that execute directly against your live data warehouse (like Databricks or Snowflake), ensuring real-time accuracy and security.

Is there a free trial available?

Yes, Sigma offers a free trial. You can connect your own cloud data warehouse and explore the platform's capabilities, including AI features, with a guided experience.

How do you handle very large datasets?

Sigma leverages the scalability of your underlying cloud data warehouse. It pushes down processing and uses intelligent querying to handle billions of rows, though performance depends on your warehouse's compute resources.

Directory/Analytics/Business Intelligence/Sigma

Sigma

Sigma is a cloud-native analytics and AI application platform that connects directly to your data warehouse (like Snowflake, Databricks, or BigQuery). It allows business users and data teams to build AI-powered applications, dashboards, reports, and automated agents using a familiar spreadsheet-like interface, SQL, or Python. Key capabilities include warehouse-native architecture for security and governance at the source, natural language querying to chat with data, and the deployment of AI agents that can execute real-world workflows and trigger actions in external systems. It targets enterprises looking to replace SaaS sprawl and spreadsheet chaos with a single, governed platform for data-driven decision-making and automation.

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Added on

Sep 21, 2026

Warehouse-nativeAI AppsSpreadsheet UXEmbedded AnalyticsPixel-Perfect ReportsSQL & PythonSOC 2HIPAASnowflakeDatabricks

Product information

Everything worth knowing about Sigma

The complete picture — from everyday features to the technical detail builders and IT folks dig for.

Core features

What it actually does

Warehouse-Native by Design

Queries your data warehouse directly, ensuring security and governance remain at the source. No data replication needed.

AI Apps & Agents Platform

Build and automate AI-powered workflows with agents, writeback, and actions in a single governed workspace.

Spreadsheet UX with SQL/Python

Anyone can build governed apps in minutes using a familiar spreadsheet interface, chat, SQL, or Python.

Embedded Analytics

White-label analytics and AI applications seamlessly integrated into your products via React SDK.

Technical capabilities

Warehouse-First Architecture

Live queries with governance at the source, avoiding data movement and ensuring real-time insights.

Enterprise LLM Deployment

Deploy enterprise LLMs and AI agents that run real workflows across analytics and tools.

Must watch videos

How to Convert Any Sigma Workbook into a Report in One Click (demo)

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How to Convert Any Sigma Workbook into a Report in One Click (demo)

Turn any Sigma workbook into a pixel-perfect, paginated report in one click, then send it out to as many recipients as you need. How it works: open the workbook, select "File," then "Convert to report." Choose the entire workbook or specific pages, pick a page size and orientation, then select Convert. The new report lands in Your documents as [Workbook name] (Report), ready for any final tweaks before you publish. Learn more: https://www.sigmacomputing.com/blog/workbook-to-report-converter?utm_medium=organic-social&utm_source=youtube&utm_campaign=workbook-to-report&utm_content=workbook-to-report&utm_term=workbook-to-report Documentation: https://help.sigmacomputing.com/docs/convert-workbooks-to-reports Request a demo: https://www.sigmacomputing.com/go/request-a-demo?utm_medium=organic-social&utm_source=youtube&utm_campaign=request-a-demo&utm_content=request-a-demo&utm_term=request-a-demo Free trial: https://www.sigmacomputing.com/go/free-trial?utm_medium=organic-social&utm_source=youtube&utm_campaign=free-trial&utm_content=free-trial&utm_term=free-trial

How to manage Sigma from your terminal or coding agent | Sigma CLI (demo)

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How to manage Sigma from your terminal or coding agent | Sigma CLI (demo)

Software and data engineers increasingly work from Claude Code, Codex, Cursor, and other coding platforms. The Sigma CLI brings Sigma into those environments. The Sigma CLI wraps Sigma's REST APIs with OAuth authentication, scriptable workflows, and CI/CD support, so people and AI agents build through the same interface. In this demo, CJ authenticates with sigma auth login, selects OAuth, and then hands a design to Claude Code, which uses the Sigma CLI to generate a complete time and utilization AI App in his Sigma org, data model and workbook included. Learn more: https://www.sigmacomputing.com/blog/introducing-the-sigma-cli?utm_medium=organic-social&utm_source=youtube&utm_campaign=sigma-cli&utm_content=sigma-cli&utm_term=sigma-cli Request a demo: https://www.sigmacomputing.com/go/request-a-demo?utm_medium=organic-social&utm_source=youtube&utm_campaign=request-a-demo&utm_content=request-a-demo&utm_term=request-a-demo Free trial: https://www.sigmacomputing.com/go/free-trial?utm_medium=organic-social&utm_source=youtube&utm_campaign=free-trial&utm_content=free-trial&utm_term=free-trial

How to Turn a Sigma Report into a PowerPoint in 1 click (demo)

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Tutorial0:53

How to Turn a Sigma Report into a PowerPoint in 1 click (demo)

Export a pixel-perfect report from Sigma directly to PowerPoint. How it works: open the report, select Share and export, choose Download, then pick Microsoft PowerPoint. The downloaded file opens as pixel-perfect formatted slides. PowerPoint export for reports is currently in public beta. Learn more: https://www.sigmacomputing.com/blog/powerpoint-exports?utm_medium=organic-social&utm_source=youtube&utm_campaign=ppt-exports&utm_content=ppt-exports&utm_term=ppt-exports Request a demo: https://www.sigmacomputing.com/go/request-a-demo?utm_medium=organic-social&utm_source=youtube&utm_campaign=request-a-demo&utm_content=request-a-demo&utm_term=request-a-demo Free trial: https://www.sigmacomputing.com/go/free-trial?utm_medium=organic-social&utm_source=youtube&utm_campaign=free-trial&utm_content=free-trial&utm_term=free-trial

Who uses it

Real use cases, no hype

Financial Planning & Analysis (FP&A)

Build dynamic portals for budgeting, forecasting, and variance analysis on live warehouse data.

Sales & Operations Forecasting

Create AI apps for territory management, pipeline forecasting, and demand planning.

Customer Lifecycle Marketing

Analyze cohorts, segment users, and activate marketing automation directly from warehouse data.

Executive Briefing & Reporting

Generate pixel-perfect, paginated reports and live P&L statements with AI-driven insights.

Headcount & Compensation Planning

Model and forecast multi-year salary, bonus, and expense scenarios in a governed environment.

Embedded Analytics in SaaS Products

White-label and embed interactive dashboards and reports into your own applications.

AI-Powered Workflow Automation

Deploy agents to automate approvals, trigger alerts, and eliminate spreadsheet chaos.

What's great

Familiar spreadsheet UX for building complex AI apps, dashboards, and reports.
Powerful AI toolkit for natural language queries, AI columns, and formula-assisted analysis.
Enterprise-grade security and compliance (SOC 2, HIPAA, GDPR, SSO/SCIM) built-in.
High user satisfaction: 4.4-4.8 star ratings from hundreds of verified users.

Technical strengths

Directly queries your cloud data warehouse (Snowflake, Databricks, etc.)—no data movement, governance stays at source.
Agents can trigger real actions and workflows in external systems, not just analytics.
White-label embedded analytics with React SDK, SSO, and multi-tenant support.

Where it falls short

Steep learning curve for non-technical users to master advanced data modeling and AI features.
Primarily optimized for cloud data warehouses; may not suit on-premise or legacy databases.
Pricing is opaque (demo/sales call required), not self-serve for smaller teams.
Limited offline or low-connectivity functionality; it's a cloud-first platform.

Technical limitations

Agent capabilities are relatively new; complex multi-step workflows may need refinement.
Dependency on warehouse performance; complex queries can be slow on large datasets.

For technical folks

The deep-dive specs

FAQ

Includes technical Q&A

Sigma is warehouse-native, meaning it queries your data directly without moving it. It combines a familiar spreadsheet UX with an AI app platform for building agents that can take action, not just visualize data.