> ## Documentation Index
> Fetch the complete documentation index at: https://docs.langchain.com/llms.txt
> Use this file to discover all available pages before exploring further.

# LangSmith for Enterprise

> Deployment options, access control, data privacy, cost controls, and security compliance for Enterprise users.

This page is a reference hub for enterprise teams and includes information on features that are important for your organization, like [deployment options](#deployment-options), [access control](#access-control), [data privacy](#data-privacy-and-pii), and [cost controls](#cost-controls-and-usage).

<Callout>
  For questions about enterprise [pricing](/langsmith/pricing-plans) or to get started, [contact our sales team](https://www.langchain.com/contact-sales).
</Callout>

## Deployment options

Choose how to host LangSmith to match your infrastructure and data residency requirements.

<CardGroup cols={3}>
  <Card title="Cloud" icon="cloud" href="/langsmith/cloud">
    Host LangSmith in LangSmith's managed cloud with US or EU data residency.
  </Card>

  <Card title="Hybrid" icon="topology-complex" href="/langsmith/hybrid">
    Run the control plane in LangSmith's cloud and your data plane in your own VPC for full data isolation.
  </Card>

  <Card title="Self-hosted" icon="server-2" href="/langsmith/self-hosted">
    Deploy LangSmith entirely within your own infrastructure using Docker Compose or Kubernetes.
  </Card>
</CardGroup>

## User management

Manage users and automate provisioning across your organization.

<CardGroup cols={2}>
  <Card title="User management" icon="users" href="/langsmith/user-management">
    Invite users, assign roles, and configure SCIM for automated provisioning and deprovisioning.
  </Card>

  <Card title="SSO & JIT provisioning" icon="login" href="/langsmith/authentication-methods">
    Configure SAML or OIDC single sign-on and just-in-time user provisioning for your identity provider.
  </Card>

  <Card title="Organization setup" icon="building" href="/langsmith/set-up-hierarchy">
    Create and configure organizations, workspaces, and the user hierarchy within your enterprise.
  </Card>

  <Card title="Manage by API" icon="terminal-2" href="/langsmith/manage-organization-by-api">
    Programmatically manage users, configure security settings, and administer your organization via API.
  </Card>
</CardGroup>

## Access control

Control who can access what within your organization.

<CardGroup cols={2}>
  <Card title="Role-based access control (RBAC)" icon="shield-lock" href="/langsmith/rbac">
    Define permissions per workspace using built-in or custom roles. Available exclusively on Enterprise plans.
  </Card>

  <Card title="Attribute-based access control (ABAC)" icon="tag" href="/langsmith/abac">
    Apply fine-grained, tag-based access policies to restrict resource access—including blocking PII data from specific users.
  </Card>

  <Card title="Workload isolation" icon="layout-sidebar" href="/langsmith/workload-isolation">
    Use multi-workspace models to isolate teams, establish trust boundaries, and separate environments.
  </Card>

  <Card title="Resource tags" icon="tag" href="/langsmith/set-up-resource-tags">
    Tag resources for use with ABAC policies and to organize environments like dev, staging, and prod.
  </Card>
</CardGroup>

## Data privacy and PII

Control how sensitive data is stored and accessed.

<CardGroup cols={2}>
  <Card title="Data storage & privacy" icon="database" href="/langsmith/data-storage-and-privacy">
    Understand what LangSmith stores, how encryption works, and how to opt out of telemetry and tracing.
  </Card>

  <Card title="PII controls with ABAC" icon="eye-off" href="/langsmith/abac">
    Use ABAC deny policies to restrict access to traces and datasets that contain personally identifiable information.
  </Card>
</CardGroup>

## Data retention & cleanup

Configure how long data is retained and how to delete it.

<CardGroup cols={2}>
  <Card title="Data purging for compliance" icon="trash" href="/langsmith/data-purging-compliance">
    Set custom retention periods, delete traces by metadata, and meet deletion requirements.
  </Card>

  <Card title="Data retention settings" icon="clock" href="/langsmith/administration-overview#data-retention">
    Understand base vs. extended retention tiers, auto-upgrades, and how retention affects billing.
  </Card>
</CardGroup>

## Cost controls and usage

Track and limit spending across your organization.

<CardGroup cols={2}>
  <Card title="Billing & spend limits" icon="credit-card" href="/langsmith/billing">
    Set monthly usage limits, track prepaid commitment burndown, and optimize tracing spend.
  </Card>

  <Card title="Granular usage reporting" icon="chart-bar" href="/langsmith/granular-usage">
    Break down trace usage by workspace, project, user, or API key to attribute costs across teams.
  </Card>
</CardGroup>

## Security & compliance

Review LangSmith's security posture and compliance certifications.

<CardGroup cols={2}>
  <Card title="Shared responsibility model" icon="shield-check" href="/langsmith/shared-responsibility-model">
    Review the security responsibilities shared between LangChain and your organization. LangSmith holds SOC 2 Type II, HIPAA, and GDPR certifications.
  </Card>

  <Card title="Scalability & resilience" icon="chart-arrows-vertical" href="/langsmith/scalability-and-resilience">
    Review SLA guarantees, disaster recovery strategies, and high availability configurations.
  </Card>
</CardGroup>

***

<div className="source-links">
  <Callout icon="terminal-2">
    [Connect these docs](/use-these-docs) to Claude, VSCode, and more via MCP for real-time answers.
  </Callout>

  <Callout icon="edit">
    [Edit this page on GitHub](https://github.com/langchain-ai/docs/edit/main/src/langsmith/enterprise.mdx) or [file an issue](https://github.com/langchain-ai/docs/issues/new/choose).
  </Callout>
</div>