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Atlan Lakehouse
What it is
Atlan Lakehouse, which Atlan calls Context Lakehouse, is a knowledge architecture for storing, managing, and serving context to enterprise AI agents. Its design combines a knowledge graph, Iceberg-native file storage, vector-native search, and time travel. Context is accessible through MCP, A2A, SQL, and APIs. Atlan says its agents can use the Enterprise Data Graph to create asset descriptions, connect business terms, and surface business questions. Native connectors cover data platforms, databases, BI tools, ETL pipelines, orchestrators, and data quality tools, with Snowflake, BigQuery, Tableau, dbt, and Airflow among the named examples. The Atlan App Framework lets developers, partners, and customers create custom connectors and apps using APIs, SDKs, CLI tools, and UI extension points. Connectors read context such as schemas, structures, lineage, ownership, and timestamps; source data remains in its original systems. Atlan recommends single-tenant SaaS and lists AWS, Microsoft Azure, and Google Cloud Platform as hosting options. Its Self-Deployed Runtime runs in the customer environment and needs additional enablement and licensing. Pricing is on request, and no free trial is offered.
For and against
For
- Provides context through MCP, A2A, SQL, and APIs.
- Includes native connectors across data and analytics tools.
- Source data stays in its original systems.
- Lists SOC 2 Type II, HIPAA, ISO 27001, and GDPR.
Against
- Pricing is available on request.
- No free trial is offered.
- Self-deployed runtime requires additional enablement and licensing.
- Atlan recommends single-tenant SaaS.
The verdict
Atlan Lakehouse combines metadata context, multiple access methods, and connector options for enterprise AI work. Buyers should account for the lack of a free trial and the added requirements for self-deployment.
Who it suits
It is aimed at enterprises building AI systems and teams that need to provide agents with business and data context. It may suit organizations seeking native data connectors or a self-deployed runtime option.
Plans and prices
Atlan Context Lakehouse
Pricing not listed; the pricing page redirects to a sales contact form
Read 5 Oct 2026 · atlan.com
On the record
- Architecture
- It combines a knowledge graph, Iceberg-native file storage, vector-native search, and time travel.atlan.com · read 5 Oct 2026
- Audience
- Atlan presents the Context Lakehouse as infrastructure for enterprise AI agents and the teams building AI systems.atlan.com · read 5 Oct 2026
- Compliance
- Atlan's documentation lists SOC 2 Type II, HIPAA, ISO 27001, and GDPR among its certifications or compliance frameworks.docs.atlan.com · read 5 Oct 2026
- Context pipeline
- Atlan says its AI agents can use the Enterprise Data Graph to generate asset descriptions, link business terms, and surface business questions.atlan.com · read 5 Oct 2026
- Custom connectors
- The Atlan App Framework lets developers, partners, and customers build custom connectors and apps using APIs, SDKs, CLI tools, and UI extension points.atlan.com · read 5 Oct 2026
- Data handling
- Atlan says its connectors read context such as schemas, structures, lineage, ownership, and timestamps, while actual source data stays in the source systems.atlan.com · read 5 Oct 2026
- Deployment
- Atlan describes itself as cloud-first, recommends single-tenant SaaS, and lists AWS, Microsoft Azure, and Google Cloud Platform as hosting options.docs.atlan.com · read 5 Oct 2026
- Integrations
- Atlan lists native connectors for data platforms, databases, BI tools, ETL pipelines, orchestrators, and data quality tools, including Snowflake, BigQuery, Tableau, dbt, and Airflow.atlan.com · read 5 Oct 2026
- Open access
- The lakehouse makes context accessible through MCP, A2A, SQL, and APIs.atlan.com · read 5 Oct 2026
- Purpose
- Atlan describes Context Lakehouse as its knowledge architecture for storing, managing, and serving the context AI agents need to operate at enterprise scale.atlan.com · read 5 Oct 2026
- Self-deployed runtime
- Atlan's Self-Deployed Runtime runs in the customer's environment and requires additional enablement and licensing.docs.atlan.com · read 5 Oct 2026
- Support
- Atlan documents 24/7 support availability and 24/7 SRE support for critical P0 issues.docs.atlan.com · read 5 Oct 2026
- Trial
- Atlan's onboarding FAQ says users can sign up for a product tour with a business email to learn about the product.docs.atlan.com · read 5 Oct 2026
