How is BigID different from other sovereign AI platforms?

BigID combines data discovery, classification, security, AI governance, access intelligence, policy enforcement, and remediation within one platform that can operate across cloud, private cloud, on-premises, hybrid, and air-gapped environments. This helps organizations maintain deployment flexibility and local control without separating security and governance into disconnected products.

AI Security

Sovereign AI

Q: What is sovereign AI?

Sovereign AI enables organizations to deploy and govern AI while keeping data, models, prompts, infrastructure, configuration, telemetry, and operations within approved geographic, organizational, regulatory, or infrastructure boundaries. BigID supports sovereign AI across cloud, private cloud, on-premises, hybrid, self-managed, and air-gapped environments.

Q: How is sovereign AI different from data sovereignty?

Data sovereignty focuses on where data is stored, processed, and governed. Sovereign AI extends those principles across the AI lifecycle, including models, prompts, training and grounding data, infrastructure, control planes, telemetry, access, and AI-driven operations.

Q: Can BigID run fully air-gapped?

Yes. BigID supports self-managed and air-gapped deployments so organizations can discover, classify, secure, and govern sensitive data and AI systems without relying on a vendor-hosted control plane or continuous external connectivity.

Q: Does self-managed BigID lose functionality compared to the cloud version?

BigID is designed to deliver consistent data security and AI governance capabilities across SaaS, private cloud, self-managed, on-premises, hybrid, and air-gapped deployments. Organizations can maintain local control without adopting a separate reduced-function product.

Q: Can customers use their own AI models with BigID?

Yes. BigID supports customer-approved AI models, enabling organizations to use models that meet their security, privacy, regulatory, architecture, and sovereignty requirements while maintaining governance over AI interactions.

Q: Does BigID support hybrid deployment across multiple regions or business units?

Yes. BigID supports hybrid and distributed deployment models across regions, clouds, private environments, and business units. This allows organizations to apply consistent governance while preserving local data, infrastructure, and operational boundaries.

Govern data, models, and AI workflows entirely inside your own boundary, on-prem, air-gapped, or private cloud, without losing the capability you'd get in the cloud.

Discover, classify, and govern AI-ready data locally. Keep configuration, telemetry, and reporting inside your environment. Run AI governance on your own approved models. No backhaul, no vendor-hosted control plane, no compromise.

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On-Prem

Air-Gapped

Private Cloud

Bring Your Own Model

Deploy Anywhere

Run inside approved on-prem, private cloud, or disconnected environments.

Govern Locally

Keep governance, configuration, telemetry, and reporting inside your environment.

Automate Without Compromise

Apply AI data controls and remediation without a vendor-hosted control plane.

BigID Sovereign AI Local • Private • Controlled

What Is Sovereign AI?

Local control over data, models, and the AI lifecycle.

Sovereign AI is the practice of keeping data, processing, and AI governance inside a defined boundary, whether that boundary is a country, a regulated business unit, or a disconnected network. BigID connects data discovery, classification, and AI governance to whatever deployment model that boundary requires.

01

Discover

Find and classify sensitive data feeding AI training, retrieval, and inference, wherever it sits: on-prem, private cloud, or air-gapped.

02

Contain

Keep configuration, scan orchestration, findings, dashboards, APIs, and AI prompts inside the customer-controlled environment.

03

Govern

Apply access controls, RBAC, and policy to AI-ready data and AI interactions without depending on a vendor-hosted control plane.

04

Operate

Automate reporting, remediation, and AI workflows locally, using customer-approved models where required.

Why BigID: Built Once. Deployed Anywhere.

Most "Self-Hosted AI" Is A Second Product Wearing a First Product's Name

Many vendors offer a cloud-first platform and a separate, thinner on-prem version bolted on afterward. BigID was built as one unified Data Security Platform that runs the same way across deployment models.

Forked Products

On-prem is a separate, lagging version of the real platform.

BigID runs one architecture across cloud, on-prem, private cloud, and air-gapped deployments with parity in capability.

Vendor-Hosted Control Plane

Reporting, administration, and telemetry live in the vendor's cloud even when scanning runs locally.

Configuration, orchestration, findings, dashboards, and audit logs can remain entirely inside the customer boundary.

Locked AI Models

AI capabilities only work with the vendor's managed large language model.

Customers can power BigID AI capabilities using their own approved models, including governed MCP connections.

Manual-Only Operations

Self-managed deployments mean no APIs, limited automation, and disconnected workflows.

Full API and MCP support enable administration, reporting, automation, and AI agent workflows, even inside disconnected environments.

Reduced Functionality

Feature gaps appear the moment organizations leave the vendor's cloud.

Discovery, classification, remediation, and AI governance remain equivalent across every deployment model.

Control Pillars

Deployment flexibility, without giving up control.

BigID delivers full AI governance, data security, and automation inside the deployment model you choose. Keep administration, AI, and security operations inside your own boundary without sacrificing enterprise capabilities.

Local Control Plane

Keep configuration, scan orchestration, findings, dashboards, APIs, and audit logs inside your environment. No dependency on vendor-hosted infrastructure.

Built-In Product Security

Customer-controlled encryption and key management, credentials in your own vault, least-privilege scanning, and no unnecessary data copying or backhaul.

Bring Your Own Model

Power BigID's AI capabilities with your own approved language models. AI assistance stays inside your boundary, governed by your own RBAC and policy.

Automation Beyond Access

APIs, reporting automation, policy orchestration, and MCP-based workflows for AI agents and enterprise copilots, all available in self-managed and air-gapped deployments.

Outcomes

Built for the environments you actually have.

BigID enables organizations to deploy AI securely across cloud, on-prem, private cloud, hybrid, and air-gapped environments without sacrificing governance, automation, or control.

Deploy anywhere without losing capability

Discovery, classification, governance, and remediation work the same in cloud, on-prem, private cloud, and air-gapped environments.

Keep the control plane local

Configuration, telemetry, and reporting stay inside your boundary whenever your architecture requires it.

Govern AI on your own terms

Use customer-approved models, keep prompts and AI interactions inside your environment, and apply governance to every AI touchpoint.

Modernize without exposure

Automate through APIs and MCP-governed workflows, even in disconnected or semi-disconnected environments.

FAQs

Sovereign AI, Explained

Learn how BigID enables sovereign AI with a unified platform that supports self-managed, on-prem, private cloud, hybrid, and air-gapped deployments without sacrificing AI governance, automation, or security.

What is sovereign AI?

Sovereign AI means data, AI models, and the systems that govern them remain inside a defined boundary, such as a country, regulated business unit, or air-gapped network, instead of relying on a vendor-managed cloud control plane.

How is sovereign AI different from data sovereignty?

Data sovereignty governs where data is stored, processed, and transferred under jurisdictional requirements. Sovereign AI extends those principles to AI by ensuring models, prompts, training data, and governance capabilities remain within the approved environment.

Can BigID run fully air-gapped?

Yes. BigID's unified architecture supports self-managed, on-prem, private cloud, and fully disconnected deployments while maintaining the same discovery, classification, and AI governance capabilities available in cloud deployments.

Does self-managed BigID lose functionality compared to the cloud version?

No. BigID is built as one platform across every deployment model, not a separate or downgraded on-prem product. Reporting, remediation, APIs, automation, and AI governance remain consistent across environments.

Can customers use their own AI models with BigID?

Yes. BigID supports customer-approved language models for its AI capabilities, including governed MCP connections for enterprise AI applications, copilots, and AI agents.

Does BigID support hybrid deployment across multiple regions or business units?

Yes. BigID supports multi-tenant SaaS, single-tenant cloud, bring-your-own-cloud, on-prem, hybrid, and air-gapped deployments, allowing organizations to operate different deployment models across regions and business units while maintaining one consistent platform.

BigID Sovereign AI

Deploy Where Your Data Lives. Govern AI on Your Terms.

BigID delivers full data security and AI governance across cloud, on-prem, private cloud, hybrid, and air-gapped environments without asking you to choose between control and capability.

Request a Demo Explore AI Governance