RAG That Never Leaves Your VPC

Retrieval-augmented generation with full data sovereignty. Your embeddings, your VPC, your encryption keys — zero data exfiltration risk.

The Problem

Data Leaves Your VPC

Cloud vector databases send your embeddings to third-party infrastructure. Every query is a data exfiltration risk.

No Access Control on Retrieval

RAG pipelines retrieve everything. No per-agent, per-role access control on what gets returned.

No Audit Trail

No record of what was retrieved, by whom, or why. Impossible to prove compliance.

The HatiData Fix

In-VPC Deployment

HatiData runs entirely in your VPC. Embeddings never leave your network boundary.

Per-Agent ABAC

Attribute-based access control on every retrieval. Agents only see what their role permits.

Full Audit Trail

Every retrieval is logged with agent identity, query, results, and timestamp.

See It in Action

-- Hybrid semantic search within your VPC
SELECT doc_id, title, content,
       semantic_rank(embedding, 'quarterly revenue projections', ) AS relevance
FROM internal_documents
WHERE semantic_match(embedding, 'quarterly revenue projections', 0.75)
  AND classification_level <= 'confidential'
  AND department = current_agent_department()
ORDER BY relevance DESC
LIMIT 5;
 
-- Verify retrieval audit trail
SELECT agent_id, query_text, retrieved_doc_ids, timestamp
FROM _hatidata_audit.retrieval_log
WHERE timestamp > NOW() - INTERVAL '24 hours'
ORDER BY timestamp DESC;

data exfiltration risk

100%

retrieval auditability

<5ms

semantic search (p50)

Related Use Cases

Cybersecurity Threat Hunting

Security agents correlate alerts, IOCs, and threat intel using semantic triggers. Novel threats surface before signatures exist.

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Legal & Contract Auditing

Immutable chain-of-thought ledger means every agent decision is hash-chained, replayable, and court-admissible.

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Healthcare Data Intelligence

Agents access patient history with HIPAA-grade audit trails. Column masking and row-level security enforced at query time.

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