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PrivAI

PrivAI delivers turnkey on-prem AI servers: models and inference stay inside your network, giving enterprises full data control, regulatory compliance and predictable cost at TB-scale batch workloads.
on-prem AI serverprivate AI deploymentdata sovereignty solutionair-gapped AI applianceenterprise AI complianceTB-scale document processingoffline LLM inferencelocal AI hardware

Features of PrivAI

100% on-prem: inference and data never leave your network
High-throughput batch engine for TB of data and thousands of docs
Plug-and-play appliance: pre-configured hardware + software, live in hours
Governance-ready: versioned models, audit trails, fine-grained RBAC
Containerized stack with one-click deploy scripts and cluster ops
Built-in auth, audit logs and granular access controls
Model distillation & lightweight variants to cut GPU cost
End-to-end support: presales sizing, deployment, 24×7 maintenance

Use Cases of PrivAI

Process and Q&A on patient records inside hospital firewalls
Law firms batch-search and auto-review case files & contracts offline
Banks run offline fraud-detection and risk models for compliance
Governments or large corps that mandate data sovereignty & audit trails
Parallel indexing & inference over massive document corpora
Local smart help-desk or knowledge-base with zero external data
Regulated fine-tuning, domain adaptation and version control

FAQ about PrivAI

QWhat is PrivAI?

PrivAI is an enterprise-grade, on-prem AI appliance that keeps models and inference inside your network, enabling large-scale local data processing with full compliance and governance.

QHow is PrivAI deployed inside my company?

Shipped as a pre-configured hardware+software appliance. Plug into power and network, run the one-click deploy script, and integrate via REST API or existing pipelines.

QWhat is the pricing model?

One-time hardware purchase plus optional maintenance contract. Contact sales for a tailored quote based on model size, throughput and support tier.

QHow does PrivAI meet industry compliance (healthcare, finance, etc.)?

Designed for data-residency, audit and governance: all data stays local, models are version-controlled, and the system exports detailed access & audit logs for regulator review.

QHow does PrivAI protect data privacy?

Inference happens entirely inside your network; no external calls. Role-based access, audit logs and encrypted storage give you full visibility and control.

QWhich industries or use cases fit best?

Healthcare, legal, finance, government and any large organization that requires data sovereignty, strict audit trails and high-volume batch processing.

QCan PrivAI handle massive document or batch workloads?

Yes. The stack is optimized for parallel, offline batch inference on TB-scale document sets with high GPU utilization.

QHow does PrivAI integrate with existing systems and IT ops?

Delivers containerized services, REST/gRPC APIs, model registry and standard monitoring hooks. Includes runbooks, backup scripts and optional managed services.

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