***

title: Build and Deploy
subtitle: 'Improve delivery, security, and operations as Voice AI traffic grows'
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These capabilities focus on operational maturity: faster releases, secure automation, team access controls, and platform governance.

<CardGroup cols={3}>
  <Card title="Explore debug tools" icon="fa-duotone fa-bug" href="#explore-debug-tools">
    Diagnose call flow, routing, and media behavior quickly.
  </Card>

  <Card title="Voxengine-ci" icon="fa-duotone fa-code-branch" href="#voxengine-ci">
    Ship scenario updates through repeatable CI/CD workflows.
  </Card>

  <Card title="Use service accounts" icon="fa-duotone fa-key" href="#service-accounts">
    Secure automation with scoped, non-human credentials.
  </Card>

  <Card title="Setup sub-users" icon="fa-duotone fa-users" href="#setup-sub-users">
    Delegate control-panel access by role and team.
  </Card>

  <Card title="Manage billing" icon="fa-duotone fa-wallet" href="#manage-billing">
    Control spend, plans, and financial operations.
  </Card>

  <Card title="Client Media SDKs" icon="fa-duotone fa-mobile-screen" href="#client-media-sdks">
    Build web and native calling clients on Voximplant SDKs.
  </Card>

  <Card title="Management SDKs" icon="fa-duotone fa-code" href="#management-sdks">
    Automate provisioning and operations from server-side tooling.
  </Card>

  <Card title="Using the Management API" icon="fa-duotone fa-gears" href="#using-the-management-api">
    Run provisioning and operations through backend APIs.
  </Card>

  <Card title="Even More" icon="fa-duotone fa-circle-plus" href="#even-more-build-and-deploy">
    Explore additional guides and references.
  </Card>
</CardGroup>

<AccordionGroup>
  <a id="explore-debug-tools" />

  <Accordion title="Explore debug tools">
    Debug and troubleshooting workflows help teams resolve routing, media, and runtime issues quickly in production.

    * Use IDE and debugger tools to iterate faster on scenario behavior.
    * Review logs systematically to reduce time-to-resolution.
    * Standardize troubleshooting runbooks across teams.

    #### <icon icon="fa-duotone fa-solid fa-link" /> Debug links:

    * [VoxEngine IDE guide](https://voximplant.com/docs/guides/voxengine/ide)
    * [Scenario troubleshooting guide](https://voximplant.com/docs/guides/troubleshooting/scenarios)
  </Accordion>

  <a id="voxengine-ci" />

  <Accordion title="Voxengine-ci">
    Voxengine-ci makes scenario delivery repeatable so teams can ship and manage updates with less operational risk.

    * Move from manual updates to CI/CD-driven deployments.
    * Standardize promotion from staging to production applications.
    * Keep scenario and routing changes auditable in source control.

    #### <icon icon="fa-duotone fa-solid fa-link" /> Voxengine-ci links:

    * [VoxEngine CI guide](https://voximplant.com/docs/guides/voxengine/ci)
    * [voxengine-ci on GitHub](https://github.com/voximplant/voxengine-ci)
  </Accordion>

  <a id="service-accounts" />

  <Accordion title="Use service accounts">
    Service accounts are the foundation for secure API automation in production teams.

    * Separate non-human automation access from user accounts.
    * Use role-based permissions to scope what automation can do.
    * Improve auditability and credential governance.

    #### <icon icon="fa-duotone fa-solid fa-link" /> Service account links:

    * [Management API basics](https://voximplant.com/docs/getting-started/basic-concepts/management-api)
    * [Management API authorization guide](https://voximplant.com/docs/guides/management-api/authorization)
  </Accordion>

  <a id="setup-sub-users" />

  <Accordion title="Setup sub-users">
    Sub-users let teams collaborate in the control panel with clear ownership and role-based access.

    * Assign roles aligned to operations, QA, and engineering responsibilities.
    * Reduce risk from shared admin credentials.
    * Improve governance as teams and environments scale.

    #### <icon icon="fa-duotone fa-solid fa-link" /> Sub-user links:

    * [Subusers concept](https://voximplant.com/docs/getting-started/basic-concepts/subusers)
    * [Child accounts guide](https://voximplant.com/docs/guides/management-api/child-accounts)
  </Accordion>

  <a id="manage-billing" />

  <Accordion title="Manage billing">
    Billing controls help you forecast spend, control plan usage, and keep production operations predictable.

    * Monitor balance and service usage as traffic grows.
    * Plan capacity and spending across environments and teams.
    * Align billing operations with deployment and scaling plans.

    #### <icon icon="fa-duotone fa-solid fa-link" /> Billing links:

    * [How billing works](https://voximplant.com/docs/getting-started/billing)
    * [Billing API guide](https://voximplant.com/docs/guides/management-api/billing-api)
  </Accordion>

  <a id="client-media-sdks" />

  <Accordion title="Client Media SDKs">
    Client Media SDKs let your team ship browser and native app calling experiences that integrate directly with Voximplant users and call flows.

    * Build app-based calling experiences for web and mobile channels.
    * Reuse your telephony and routing architecture with SDK-authenticated users.
    * Standardize app calling behavior across platforms.

    #### <icon icon="fa-duotone fa-solid fa-link" /> Client Media SDK links:

    * [IOS SDK reference](https://voximplant.com/docs/references/iossdk)
    * [Android SDK reference](https://voximplant.com/docs/references/androidsdk)
    * [React Native SDK reference](https://voximplant.com/docs/references/reactnative)
    * [Web SDK reference](https://voximplant.com/docs/references/websdk)
    * [Flutter SDK reference](https://voximplant.com/docs/references/fluttersdk)
  </Accordion>

  <a id="management-sdks" />

  <Accordion title="Management SDKs">
    Management SDKs and client libraries are the fastest way to operationalize account setup, routing changes, and scenario launch flows from backend systems.

    * Use official API client libraries instead of hand-writing raw HTTP calls.
    * Integrate provisioning and lifecycle tasks into CI/CD and internal tools.
    * Keep deployment workflows consistent across staging and production.

    #### <icon icon="fa-duotone fa-solid fa-link" /> Management SDK links:

    * [Curl](https://voximplant.com/docs/references/httpapi)
    * [Node.js](https://www.npmjs.com/package/@voximplant/apiclient-nodejs)
    * [Python](https://pypi.org/project/voximplant-apiclient/)
    * [PHP](https://packagist.org/packages/voximplant/apiclient-php)
    * [Go](https://github.com/voximplant/apiclient-go)
  </Accordion>

  <a id="using-the-management-api" />

  <Accordion title="Using the Management API">
    The Management API lets you provision, control, and operate Voximplant resources from your backend systems.

    * Automate application, user, routing, and scenario management.
    * Start scenarios and conferences programmatically.
    * Integrate platform operations into your existing backend workflows.

    #### <icon icon="fa-duotone fa-solid fa-link" /> Management API links:

    * [Management API basics](https://voximplant.com/docs/guides/management-api/basics)
    * [Management API guide](https://voximplant.com/docs/guides/management-api)
  </Accordion>

  <a id="even-more-build-and-deploy" />

  <Accordion title="Even More">
    <Info>
      * [Voximplant guides](https://voximplant.com/docs/guides)
      * [Voximplant API references](https://voximplant.com/docs/references)
    </Info>
  </Accordion>
</AccordionGroup>