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PLATFORM OVERVIEW

Sigma puts your warehouse at the heart

Live, extract-free connections mean security and governance are inherited from your warehouse.

INTEGRATIONS

Warehouse-first architecture

Sigma runs directly in your cloud data warehouse—live queries, governed access, and writeback with zero data movement.

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Integrated across your stack

Sigma gives teams the option to build and run in Sigma or integrate with your existing warehouse, pipelines, identity, and tools.

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performance

Intelligent caching everywhere

Sigma’s multi-tier query engine keeps data real-time while minimizing warehouse compute, lowering cost and speeding every user action.

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How does Sigma optimize your queries?

Sigma browser Cache
Sigma Materialization
Warehouse Tier
Sigma Alpha Query
Cloud Services Tier
Storage Tier
Sigma Results Cache
Compute Tier
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What is Sigma Alpha Query?

Only Sigma delivers Alpha Query, a intelligent query engine that harnesses the full power of a user’s hardware to execute queries directly in the browser.

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Eliminate unnecessary processing

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Apply incremental fetching

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Integrate with database-native performance features

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Reduce warehouse compute

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AI

Full-control AI Governance

Sigma let's you choose the LLM provider and model, and set fine-grained access for teams and users.

ADMINS:

  • Control which connections, schemas, tables, and columns AI can access.
  • Assign AI permissions by team, role, and user.
  • Use your chosen LLM provider and model with your own keys or warehouse-hosted options.
  • Capture full audits of prompts, outputs, and cost.

USERS:

  • Only interact with permitted data in Ask Sigma and other AI features.
  • See and update the step-by-step breakdown of how AI answered a question.
  • Build on trusted metrics, models, and workbooks approved by admins.
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Security

Warehouse-native means zero-copy

Sigma’s cloud-native architecture eliminates the need to import or duplicate data. All queries in Sigma are pushed down to the cloud data warehouse, meaning your data never leaves the secure environment.

Inherit warehouse security

Sigma uses RBAC in the data warehouse to apply row- or column-level security via OAuth or user/team attributes.

Set feature
permissions

Development stays secure because you can control who can create, edit, and publish in Sigma

Reduce
risk

Sigma greatly reduces the risk of unauthorized access or leaks because there are no extracts​.

trust

Enterprise-grade compliance

The world’s leading financial, healthcare, insurance, and energy institutions trust Sigma with their data. Among cloud-native business intelligence platforms, Sigma has the most compliance certifications.

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governance

Governance designed for true self-service

Sigma makes trusted data accessible to business teams, while giving data and IT leaders full control.

One source of truth

All users work directly on live, governed data in the warehouse. No extracts, no silos.

RLS and CLS

Enforce row-level and column-level security inherited from the warehouse, plus role-based permissions in Sigma.

Centralized metric definitions

Define business logic once (in Sigma, dbt, your warehouse or another tool) and reuse everywhere to ensure consistency.

Usage dashboards

Admins track usage via 12 out-of-the-box reports on topics like user activity, query performance, and document permissions.

Audit logs

Sigma provides full granularity to admins on login and logout events, permission changes, connections, comments, notifications, and more.

Secure writeback

Sigma writes data back to a predefined schema, preserving governance. Existing data is never written over.

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The Sigma Difference

Long-term flexibility

Switch AI models, add a new warehouse, or change where you define data models. Sigma adapts to how you work, not the other way around.

Rapid innovation

Sigma is constantly adding more security controls and infrastructure enhancements to meet the needs of your business.

Unified Intelligence

Sigma unites analytics, AI, and operational apps on cloud data. With your data systems working together, your full team can move faster.