Private AI

Your AI. Your Space.
Your Rules.

A fully isolated, privately deployed AI environment - with no public model exposure, no shared infrastructure, and no risk of data breach through model leakage. Built for organisations where confidentiality is commercially and legally non-negotiable.

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Looking for the full platform? Discover DBAsk → Private AI unified with sovereign analytics and intelligent observability.

⚠Public AI models can retain, learn from, and potentially surface your sensitive data. Private AI eliminates that risk entirely.
The Solution

Private AI removes every external dependency

Fully air-gapped or private-network AI deployment
No internet egress for data or model calls
Isolated model instance - no shared tenancy
All processing within your data perimeter
GDPR compliant by architectural design
The Risk

Public AI is not safe for sensitive work

✗Client-privileged communications sent to public APIs are potentially retained
✗Financial models and proprietary strategies can be inferred from model interactions
✗Healthcare and personal data processed through public models may violate GDPR
✗Regulatory frameworks increasingly prohibit public AI for regulated data categories
✗Breach liability shifts when data leaves your perimeter
Architecture

How Private AI is deployed

Everything stays inside your perimeter. No public network calls. No shared infrastructure.

Private AI Architecture Diagram
Full Platform

Want Private AI with sovereign analytics and intelligent observability built in? DBAsk is the complete platform.

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How It Works

What makes Private AI different

No Public Model

Your data never touches OpenAI, Anthropic, Google, or any public API. Everything runs on dedicated infrastructure - yours.

Your Own Space

A fully isolated AI environment, provisioned for your organisation alone. No shared tenancy, no bleed between clients.

Data Breach Protection

No training data leakage, no API logging, no model fingerprinting. Your sensitive data cannot be extracted or inferred.

On-Premise or Sovereign Cloud

Deploy in your data centre, your sovereign cloud, or a sovereign-hosted environment. You choose the location.

Audit & Compliance Ready

Full audit logs, access controls, and governance tooling. Meets requirements for GDPR, ISO 27001, and regulated sector frameworks.

VLDB Managed

VLDB engineers handle deployment, model management, performance tuning, and ongoing support - without touching your data.

Who It's For

Built for organisations that can't take risks

Legal & Law Firms

Client confidentiality is non-negotiable. Private AI processes case documents, contracts, and precedents without any data leaving your environment.

Financial Services

Regulated data, trading intelligence, and client information processed with full compliance - zero public model exposure.

Healthcare

Patient records, clinical data, and research AI - all within your secure perimeter. GDPR and NHS data governance compliant.

Public Sector

Government and defence-adjacent organisations where data sovereignty isn't optional. Full residency control and audit trails.

Research & IP

Protect proprietary research, formulas, and IP from public model ingestion. Your competitive advantage stays yours.

Enterprise

Any organisation where a data breach would be commercially or reputationally catastrophic. Your space, your rules.

Confidentiality can't be an afterthought

Let's discuss your security requirements and design a Private AI deployment that gives your team the power of AI without the risk.

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