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AI Transformation

Preparing Your AI Experience
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DATA & VECTOR DBSOpen Source Sovereign Database

Build Sovereign RAG Infrastructure with PostgreSQL & pgvector

Store relational enterprise records and high-dimensional semantic vector embeddings in a unified, sovereign PostgreSQL database with hybrid HNSW index search.

pgvector HNSW / IVFFlatPostgres Hybrid Searchpg_trgm Full-TextConnection PoolingTLS 1.3
Automation Scope

What You Can Automate with PostgreSQL & pgvector

High-impact operational workflows and autonomous agent capabilities unlocked by Fortiv's certified integration.

01

Sub-50ms Enterprise RAG Retrieval

Retrieve exact policy clauses and historical customer context with zero external vector database licensing fees.

Sub-50ms query latency
Technical Capabilities

Architecture & Connector Specifications

Low-latency protocol interfaces, webhook event streaming, and custom agent tool execution.

Unified Relational & Vector Search

Perform hybrid queries combining semantic vector similarity with deterministic SQL WHERE filtering in a single query.

Protocol: PostgreSQL SQL & pgvector HNSW
Enterprise Use Cases

Proven Production Deployments

Real-world workflows deployed across enterprise environments with measurable operational returns.

PostgreSQLpgvectorRAG

Sovereign On-Premise Enterprise RAG

Houses 1,000,000 document embeddings on private enterprise VPCs with zero data leakage.

Key Benefit:

Complete data sovereignty and high retrieval speed.

Bi-Directional Orchestration

How the PostgreSQL & pgvector Connector Operates

Deterministic 5-stage event lifecycle with real-time audit verification.

01

Document Chunks

Parsed text converted to vector embeddings.

Actor: Embedding Model
02

HNSW Indexing

Stored in pgvector table with HNSW index.

Actor: PostgreSQL Database
Business Functions

Connected Functional Blueprints

AI in Knowledge SystemsView Function →
AI in Data EngineeringView Function →
Security & Governance

Enterprise Compliance Standards

100% self-hosted sovereignty
Row-Level Security (RLS) enforcement
Frequently Asked Questions

PostgreSQL & pgvector AI Integration FAQs

Key technical details on authentication, VPC deployment, and licensing.

pgvector allows querying relational business data and vector embeddings in a single atomic SQL transaction, avoiding data synchronization overhead and third-party cloud costs.

Executive strategy session

Discover where AI delivers the highest financial return for your enterprise

Book a confidential 45-minute AI strategy consultation with our senior enterprise architects. We’ll analyze your operations, audit workflow bottlenecks, and deliver a zero-obligation transformation roadmap.

Custom ROI model
Financial impact, your numbers
Security audit
SOC 2 & infrastructure review
No pitch
Pure architectural advisory
Senior engineers
Direct access, no account layer

Strict NDA & security protocol standard · 40+ enterprises served