AutoWarehouse
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Platform Overview

Built for Enterprise Data

Multi-tenant, AI-powered, self-hosted. One platform from source ingestion to business intelligence.

Platform Capabilities

A complete data stack,
in one deployable unit

01

Enterprise Web Platform

Multi-tenant UI, role-based dashboards, and real-time collaboration across teams.

02

AI Agent Engine

Multi-agent orchestration for discovery, mapping, and documentation.

03

LLM Gateway

Local-first: Ollama, vLLM, LiteLLM, or any compatible runtime.

04

Data Profiling Engine

Automated discovery, column profiling, and anomaly detection.

05

ETL Code Generator

Deterministic, plugin-based exporters for Airflow, dbt, Snowflake, Spark, PL/SQL.

06

Data Quality Engine

Null analysis, cardinality, anomaly flags, and completeness scoring.

07

Metadata Store

PostgreSQL with vector extensions for semantic search and audit.

08

Container-Native

Docker Compose & Kubernetes-ready with Helm charts.

Security & Compliance

Hardened by default

AES-256-GCM

Credential Encryption

Encryption for all credentials, at rest and in transit.

OIDC-FIRST

Identity & Auth

OIDC-first authentication: Keycloak, Auth0, LDAP.

RBAC

Access Control

30+ granular permissions enforced on every object.

AUDIT

Audit Logging

Full traceability for every AI decision and data operation.

Complete Data Isolation

Your data never leaves
your environment

AutoWarehouse runs entirely within your network perimeter. No cloud dependency, no external API calls, no data leaves your environment — ever.

Air-Gapped Deployment

The app, AI engine, LLM runtime, and database all run on your infrastructure — no internet required. Built for banking, defense, and government environments.

Local LLM — No Cloud AI

Run Ollama, vLLM, or LiteLLM locally. Schemas, column names, business rules, and mapping logic are never sent to an external service.

Zero Data Exfiltration

Read-only source profiling. Generated code runs in your own tools. No data is ever copied, cached, or transmitted out of your environment.

Compliance Ready

Aligned with KVKK, GDPR, PCI-DSS, and SOC 2. Data residency by design, with full audit trails on every operation.

Enterprise Security Note

AutoWarehouse requires no outbound network access. All dependencies — including LLM weights — are bundled in the container images.

Intellica Ecosystem

Built alongside a proven
data & AI portfolio

Data Models
IFDM · ITDM · HRDM

Industry warehouse models for Finance, Telecom, and HR.

Quality
ICC

Central data consistency: reconciliation rules, quality gates, and drift monitoring.

NL Analytics
Talk To

Ask questions in plain language, get SQL and visualizations back.

Orchestration
Orqenta

Workflow orchestration purpose-built for regulated environments.

Deploy Your Way

Three topologies,
one platform

01
Development & POC

Single Machine

Docker Compose on one VM or laptop.

$ docker compose up -d
  • autowarehouse-db metadata & vector store
  • autowarehouse-web app server
  • autowarehouse-worker ETL engine
  • autowarehouse-llm local LLM
Min resources4 vCPU · 16GB RAM · 100GB SSD
02
Production

Multi-Container

Recommended

Scale-out deployment with managed dependencies.

  • External PostgreSQL (RDS / Cloud SQL / on-prem)
  • Horizontal worker scaling
  • Local LLM
  • Reverse proxy (Nginx / Traefik) + TLS
  • Log aggregation & health checks
Recommended8+ vCPU · 32+GB RAM · HA storage
03
Enterprise Scale

Kubernetes

Cloud-native orchestration at scale.

  • Helm chart
  • HPA auto-scaling
  • Namespace tenant isolation
  • Prometheus + Grafana
  • Backup & DR
SupportedEKS · AKS · GKE · On-prem K8s
Platform Architecture

Four layers, one model

L1
Presentation
Web App
DashboardsData StudioAuth
L2
AI Engine
Multi-Agent Orchestration
DiscoveryMappingNL-SQL
L3
ETL Runtime
Worker Pool + Code Generator
ExecutionProfilingExport
L4
Data
Metadata & Vector Store
CatalogEmbeddingsAudit
Key Principles

What we never compromise

01

Data Sovereignty

Your data, your infrastructure, your control — nothing leaves your perimeter.

02

Elastic Scaling

Scale workers horizontally and tenants independently as workloads grow.

03

Zero Downtime Updates

Roll out new versions without interrupting running pipelines or analytics.

Ready to deploy on
your own terms?

Self-hosted, air-gapped, and yours end to end. Let's map AutoWarehouse to your infrastructure.