Implementation

Add Governed Self-Service Analytics to Your Data Stack

Build with AutoQL to deliver permission-aware, auditable analytics on top of your existing data stack. Secure self-serve insights — built for highly regulated enterprises.

autoq logo
autoq logo

AutoQL: Custom Models Built for Your Data

AutoQL: Custom Models Built
for Your Data

AutoQL provides the governed analytics layer that ensures every answer respects identity, permissions, and business logic — with full auditability.

We train AutoQL’s proprietary machine learning models on high volumes of custom-generated data derived from your schemas, joins, and governed business logic.

These models serve as a precision semantic layer, translating questions into validated queries that follow approved structures, metrics, and access controls.

scheme how autoQL works

Our platform delivers 100% consistent, query-based responses that can work independently or be directly called by Generative AI models and agentic workflows.

Secure, Auditable, Permissioned Analytics

What AutoQL Enables for Regulated Enterprises

Enterprise Requirement

What AutoQL Provides 

Why It Matters 

Why It
Matters 

Identity & Access Controls 

SSO + RBAC/ABAC, enforced RLS/CLS, and service-to-service auth 

Answers are always permissioned 

Semantic Layer 

Central business definitions, metrics, join paths, time rules 

Consistent, accurate results 

Guarded Execution 

Tool-based query execution, SQL validation, read-only enforcement 

Prevents data leakage and misuse 

Audit & Compliance 

Immutable logs, retention, SIEM integration, query lineage 

Audit-ready, traceable answers 

Production Operations 

Monitoring, SLOs, versioning, incident response 

Reliable

Your Data, Fully Protected

Your Data, Fully Protected

ISO mhm certified
AICPA SOC certified
icone certification

ISO 27001 Certified

icone certification

SOC 2 Type II Certified

Model Management & Auditing

Teams can manage, version, and audit models to ensure accuracy, compliance, and trust. AutoQL provides visibility into how models are trained, how queries are generated, and how data is accessed — making it safe for enterprise use.

Why Teams Choose AutoQL

Why Teams Choose AutoQL

icone certification

Fast to integrate (drop-in components + APIs)

icone certification

Accurate & governed (precision layer + permissions-aware)

icone certification

White-label friendly (your branding, your UX) 

icone certification

Enterprise-ready (security + scalability)

Tech background with blue and purple accents
Tech background with blue and purple accents

Ready to Build with AutoQL?

Let Chata.ai Handle
the Monitoring

We’ll help you scope the fastest path to production