Open data platform for traceable, multimodal AI
Improve your workflows with open-source data access and long-term memory.
Query, trace, and govern with a lineage-native, format-agnostic lakehouse for agents and teams.
With support for biological formats and registries — by the creators of 
Trace data, code & agents
Track where data comes from and what it's used for, no matter where and how you run your code.
Query across many datasets
Query and batch-load datasets with a lakehouse that supports any storage format. Give agents efficiency and robustness that raw files don't.
Unify records management
Manage metadata in notes, registries, ontologies & sheets in sync with datasets in storage. Use an intuitive UI or an ORM in Python/R.
Manage changes
Manage changes to datasets, records, and models like you manage changes to software with git. Merge Change Requests from agents and collaborators. Co-version data and code.
Data catalog with FAIR datasets
Validate & annotate datasets
Use schemas to enforce consistency across your datasets. Annotate with a single line of code.
Access permissions, zero lock-in
Administer with ease while staying in control
Manage fine-grained permissions for humans & agents with SaaS-like simplicity directly at the database and storage level. Do not give up admin control on AWS, GCP, or in your own infrastructure.
Long-term memory
Build your organization's long-term memory
As team & agents work, data, models & reports get mapped into the lakehouse — building recursively queryable memory & training data that compounds over time.
Secure, compliant, and built for agents
Meet your organization's security requirements and connect your favorite AI agents.
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SOC 2 certified
Independently audited SOC 2 controls, monitoring compliance with HIPAA and ISO 27001.
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Audit logs
A complete, queryable record of who changed what and when.
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Single sign-on
Connect your identity provider and manage access for your whole organization.
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MCP server
Plug LaminDB into your agent chats via the Model Context Protocol.
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Library skill
Give coding agents an official LaminDB skill to write best-practice code and track their own work.