Documentation
Next-Generation Cloud Data & AI Management
Deploy Datadios, connect your sources, and govern, optimize, and validate data across 50+ systems — all from one platform.
AI Studio: Natural Language to SQL
Write queries in plain English. AI Studio translates them to SQL, supports 50+ databases, and exports results in seconds.
See how it works →Quick Start
New to Datadios? Follow these three steps to go from zero to your first workflow.
Explore Documentation
Jump directly to the section that matches what you need right now.
Getting Started
Cloud signup, on-prem install, and account setup
Open →📖User Guide
Feature docs for SmartDiff, AI Studio, data quality, and more
Open →⚙️API Reference
REST endpoints, authentication, and integration patterns
Open →💡Use Cases
Migration validation, cost optimization, governance, and search
Open →✨Release Notes
Latest features, improvements, and version history
Open →Core Capabilities
Product documentation aligned with the Datadios platform.
SmartDiff
AI-powered migration validation with root cause analysis across cloud and on-prem platforms
Explore →Metadata Timeline
Track schema changes, visualize lineage, and maintain governance across your data landscape
Explore →Workload Analyzer
Identify bottlenecks, analyze query performance, and optimize cloud infrastructure costs
Explore →Data Quality
Monitor accuracy, completeness, and consistency with dashboards and AI-generated rules
Explore →AI Studio
Natural language to SQL, multi-dialect support, and rich visual exports for 50+ databases
Explore →Universal Semantic Search
Full-text and semantic search across metadata, governance rules, and performance data
Explore →I am a…
Role-based learning paths to get you to the right docs faster.
What's New
Released — v1.9.0 (Feb 2026)
Data Quality Dashboard, AI Studio with LLM, Agent Workflows, and Supported Types page. Details →
Released — SmartDiff Migration Validation
Automated validation for SQL, NoSQL, and file formats with root cause analysis. Learn more →