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PRIVATE BI DEPLOYMENT

Run BI, the Agent service, and local models in your environment

Chexi BI offers a private deployment option for running the analytics platform, Agent service, Ollama, and DeepSeek within infrastructure and network boundaries managed by the organization.

Why choose private BI deployment

When enterprise data cannot be placed in a public SaaS environment, or teams need to manage networking, identity, models, and data sources themselves, private deployment keeps critical components inside organization-controlled infrastructure. It fits teams that value explicit data boundaries, internal integration, and operational control.

Components in the deployment

  • Chexi BI:Data sources, datasets, charts, dashboards, and permission management
  • Agent service:Natural-language question understanding and analytics workflow coordination
  • Ollama:A local model service operated and managed by the organization
  • DeepSeek:Model capabilities for conversational analytics through Ollama
  • Data infrastructure:Organization-controlled databases, cache, logs, backups, and network policies

Define data and model access boundaries

Private deployment provides configurable controls, not a security guarantee independent of configuration. Administrators still need to configure authentication, role permissions, data source credentials, TLS, network egress, logs, backups, and model access policies correctly.

Verify before launch:Which data enters model context, which services can access external networks, where models and logs are stored, and which datasets, charts, and dashboards each role can access.

Private deployment process

  1. Confirm data sources, user scale, concurrency, and network boundaries.
  2. Assess Ollama, the DeepSeek model version, and required compute resources.
  3. Deploy BI, Agent, model, and supporting infrastructure.
  4. Integrate identity, roles, and data permissions, then validate access.
  5. Test queries, charts, and model output with representative business questions.
  6. Establish monitoring, backup, upgrade, and incident procedures.

Frequently asked questions

Does private deployment guarantee that data never leaves the environment?

That conclusion cannot be made without reviewing the configuration. Actual data flow depends on the enabled model, network, logging, and third-party integrations.

Can Chexi BI use a local DeepSeek model?

Yes. Chexi BI supports a local Ollama service running DeepSeek. Model size and hardware requirements should be evaluated against data volume, concurrency, and response-time targets.

Can users analyze Excel and CSV files?

Yes. Users can upload Excel/CSV files and build charts, dashboards, or conversational analysis. Quotas and file constraints depend on the deployment configuration.

Discuss private deployment