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Self-Hosted

Self-hosted software is deployed within a customer's own infrastructure or cloud environment, rather than in a vendor-managed SaaS environment, giving the organization full control over data, security, and configuration.

What Is Self-Hosted Software?

Self-hosted software refers to applications, platforms, or services that an organization installs and operates on its own servers or private cloud infrastructure. Unlike SaaS (Software as a Service) offerings where the vendor manages hosting, updates, and maintenance, self-hosted deployments put the customer in control of the entire runtime environment.

Organizations choose self-hosting for a variety of reasons, including data sovereignty requirements, regulatory compliance, security policies that prohibit sending data to third-party infrastructure, and the desire for full control over performance, availability, and customization.

How Self-Hosted Deployment Works

  1. Infrastructure provisioning: The organization prepares servers, storage, networking, and security controls in their own data center or private cloud account.
  2. Installation: The software vendor provides installation packages, container images, or Helm charts that the organization deploys to its infrastructure.
  3. Configuration: The organization configures authentication, networking, storage, and integration settings to match its environment and policies.
  4. Operation: The organization manages day-to-day operations including monitoring, scaling, backups, and incident response.
  5. Updates: Software updates are applied on the organization's schedule, often through vendor-provided upgrade procedures.

Benefits of Self-Hosted Deployment

  • Data control: All data remains within the organization's infrastructure
  • Compliance: Meets regulatory requirements that prohibit data from leaving specific jurisdictions or environments
  • Customization: Organizations can tailor configurations, networking, and integrations to their specific needs
  • Security: Full control over access policies, encryption, and network architecture
  • Performance: Can be optimized for specific workloads and co-located with existing data sources

Challenges and Considerations

  • Requires internal expertise to manage infrastructure, updates, and troubleshooting
  • Higher operational overhead compared to vendor-managed SaaS solutions
  • Organizations are responsible for scaling, availability, and disaster recovery
  • Software updates may lag behind the vendor's SaaS version
  • Initial setup and configuration can be time-consuming

How Zerve Approaches Self-Hosted Deployment

Zerve offers self-hosted deployment options for organizations that require their data and compute to remain within their own infrastructure. Zerve can be deployed on private cloud accounts or on-premise servers, providing the full Agentic Data Workspace with enterprise-grade governance and security controls.

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Self-Hosted — AI & Data Science Glossary | Zerve