Security and Data Sovereignty for Private Enterprise AI
Prodigy is built so your data, models, and outputs stay under customer control. Deploy Private AI, Enterprise Search, and Knowledge Management with encryption, audit, and deployment options you define.

Multi-tenant AI creates risk regulated organizations cannot accept
Standard enterprise AI solutions process proprietary information in shared environments. That creates vectors for data leakage, model contamination, and loss of customer ownership over inference and outputs.
Prodigy enforces physical and logical isolation on infrastructure you control. Your data never trains external foundation models. Structured organizational knowledge stays inside your perimeter with encryption and audit at every layer.
Explore Platform Architecture
What Data Sovereignty includes today
Deployment flexibility
Run Prodigy in your VPC, on bare metal, or in air-gapped environments.
Read more →Customer-managed keys
BYOK and HYOK so data is unreadable without keys you control.
Read more →Encryption
Protect content, indexes, and metadata at rest and in transit.
Read more →Access control
Identity integration, RBAC, and permission-aware search and AI.
Audit logging
Immutable logs for access, search queries, and AI inference.
Model ownership
Fine-tuned weights and contextual models belong to the customer.
Read more →Network isolation
Private endpoints and segmented deployment topologies.
Compliance documentation
Materials to support SOC 2, HIPAA, and public sector review paths.
Encrypted by default. Audited by design.
Prodigy treats Data Sovereignty as a platform requirement, not a sales claim. CIOs and CISOs evaluate deployment boundaries, key management, and audit before any AI workload goes live.
Unlike cloud-first AI platforms, Prodigy enables advanced capabilities while maintaining ownership, privacy, and control of enterprise information.
Your infrastructure
You choose where processing and storage occur.
Your keys
Customer-managed encryption for content and indexes.
Your policies
Data Governance applied before search and Private AI use.
How organizations deploy Prodigy today
Customer VPC
Run the full platform in a cloud account you control.
On-premises
Deploy in your data center with existing identity and storage.
Air-gapped
Operate without external network dependencies for classified workloads.
Hybrid
Connect sources across environments while keeping inference local.
Who leads security and sovereignty evaluation
CISO
Validate isolation, encryption, and vendor risk posture.
CIO
Align deployment with enterprise architecture standards.
Government IT
Meet residency and accreditation requirements.
Legal and compliance
Govern AI use, retention, and access against policy.
VP Innovation
Deploy Private AI without surrendering data ownership.
Security engineering
Review architecture, keys, and audit integrations.
Customer ownership is the product principle
Prodigy helps organizations benefit from Private AI, Enterprise Search, and Knowledge Management while keeping information under customer control. Security is how the platform earns the right to run on your most sensitive content.
Review security and deployment for your organization
Request a demo to walk through architecture, encryption, and Data Governance on a deployment model that matches your requirements.
Request a Demo