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AI Services Throughout the Data Lifecycle
Make Your Database
Agent-Ready

From natural language queries to autonomous data operations — let AI unlock the full value of your enterprise data. No SQL expertise required.

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What Is the AI-Native Database Service?

Alibaba Cloud AI-Native Database Service (AIDBS) is an enterprise data platform that combines natural language querying, autonomous database operations, and AI agent development capabilities. It enables business users to query databases using natural language in their preferred tongue, helps DBAs automate performance tuning and anomaly detection, and provides developers with tools to build AI agents powered by real-time enterprise data — all within a single, unified platform.

THE SOLUTION
Purpose-Built AI for Every Data Challenge

Three powerful solutions that transform how your team accesses, operates, and builds with data.

Talk to Your Database Like You Talk to a Colleague

Data Agent lets anyone in your organization query databases using natural language. No SQL required. It understands your schema, respects your access controls, and delivers answers as interactive charts, tables, or narrative reports.

Natural Language to SQL (Text2SQL) with high accuracy on enterprise schemas
Automated business insight reports — daily, weekly, or on-demand
Anomaly detection and proactive alerts ("Revenue dropped 15% in APAC — here's why")
Shareable agent endpoints — embed data Q&A into your internal tools via URL

Use Case

  • "A product manager asks: 'Show me the top 10 products by revenue in Southeast Asia last quarter, compared to the previous quarter.' Data Agent generates the SQL, executes it securely, and returns an interactive chart with trend analysis — in under 5 seconds."



Let AI Handle the Heavy Lifting of Database Management

AI continuously monitors your database fleet, detects performance issues before they impact users, and automatically optimizes queries, indexes, and resource allocation. Think of it as a senior DBA that never sleeps.

Real-time performance monitoring with predictive anomaly detection
Automated slow query identification and optimization recommendations
Intelligent index suggestions based on actual workload patterns
Capacity planning and auto-scaling recommendations
Root cause analysis for incidents — with remediation steps

Use Case

  • "At 2 AM, a sudden traffic spike causes query latency to increase by 300%. The AI DBA detects the anomaly in seconds, identifies the root cause (missing index on a frequently joined table), applies the fix automatically, and sends a detailed incident report to your team by morning."



Your Database as the Foundation for AI Agents

Turn your databases into AI-ready data sources. Built-in vector search, RAG support, MCP server connectivity, and managed Dify integration — everything you need to build production AI applications grounded in your real enterprise data.

Vector search and embedding storage via AnalyticDB for PostgreSQL (with managed Supabase support)
MCP (Model Context Protocol) server for seamless AI agent ↔ database communication
Managed Dify integration — build RAG and AI workflows without infrastructure headaches
Data preparation pipelines — transform, clean and enrich data for AI consumption
Enterprise knowledge base construction from structured + unstructured data

Use Case

  • "An e-commerce company builds a customer service AI agent using Dify + AnalyticDB. The agent retrieves real-time order status, product specs, and return policies from the database via MCP, delivering accurate answers instead of hallucinated responses. Setup time: 2 hours."



  • Effortless to Use

    One-stop intelligent data platform that deploys in minutes, no setup hassle. Built-in Skills & templates accelerate your AI workflows from day one.

  • Full-Stack AI-Native Capabilities

    End-to-end AI data services that cover from data preparation → knowledge management → Data Agent orchestration, providing everything you need for end-to-end AI applications, all in one place.

  • Agent-Ready Out of the Box

    Launch AI apps in minutes with pre-built Data Agents. No setup. No coding. No deep ML expertise required. Just connect your data and go.

  • Enterprise-Grade Reliability

    Trust your mission-critical workloads with our intelligent O&M capabilities. Leverage AI-driven operations that automatically detect, diagnose, and resolve issues, ensuring efficient and reliable database stability.

Ready-to-Use Smart Data Agents for Every Business Need

Build your team of smart data agents with our pre-built, industry-specific solutions. These agents understand your data, automate complex tasks, and deliver actionable insights without any coding. Deploy them instantly to solve real business challenges.

Core Capabilities
Deep Context Awareness: Understands both your data structure and business logic.
Predictive Analytics: Provides forward-looking insights and trend reasoning.
Proactive Ops Insights: Automatically diagnoses issues and suggests fixes.
Extensible Skillsets: Plug in domain-specific knowledge and custom skills easily.

Use Cases

  • Automated Business Insight Reporting
    Autonomous Database Performance Tuning & Stability Ops
    Data Security Risk Control & Management
    Intelligent Data Ingestion
    Trend & Demand Forecasting

Low-Code Platform to Build Custom Data Agents Fast

Create custom data agents without writing code. Use our pre-built modules for skills, memory, MCP, and knowledge retrieval. These components are designed specifically for AI-native workflows so you can iterate quickly and deploy faster.

Core Capabilities
Enterprise Low-Code Builder: Drag-and-drop interface for building AI agents.
Smart Construction Engine: Configure agents visually with drag-and-drop tools.
Proactive AI Generation: The system suggests agent structures based on your goals.
Curated Marketplace: Browse and install data-focused Skills and MCPs from our library.

Use Cases

  • Rapid Enterprise Agent Deployment
    Secure Data Querying & Analysis

Auto-Prepare Your Data for AI Agents Without Manual Work

Simply describe your data preparation goals. Our system automatically fetches, cleans, chunks, embeds, and formats data from any source including files, databases, and APIs. You get perfectly structured, agent-ready datasets with zero manual effort.

Core Capabilities
AI-Powered Connectors: Connect seamlessly to files, databases, cloud storage, and APIs.
Multimodal Processing: Handle text, PDFs, images, and spreadsheets in a single pipeline.
Extensible Collaboration: Add custom skills and orchestrate multiple agents together.

Use Cases

  • Multimodal Data Ingestion & Preparation
    Vector Knowledge Base Building

Enterprise Knowledge-as-a-Service (KaaS)

Transform messy data assets into unified, searchable knowledge powered by one meta. Manage both industry-specific and general internet knowledge in one place. This allows you to unlock value across teams, applications, and agents efficiently.

Core Capabilities
Unified Meta Data Management: One meta serves as the single source of truth for all your data.
Knowledge Capture: Record industry know-how and SOPs to make them reusable across projects.
Multi-Agent Service: Serve contextual, accurate, and up-to-date knowledge to multiple agents simultaneously.
AI Knowledge Assistant: An intelligent agent that auto-tags, classifies, updates, and recommends knowledge items.

Use Cases

  • Database Development & Management Q&A
    Data Asset Audit & Management
    Asset Q&A & Self-Service Data Usage

PRICING

Pay Only for the Capabilities You Need

Core Service Feature Purpose of Use Billing Get Started
Data Agents Analytics Agent Data Insights
(Powered by AI) 		Subscription Try Now
Forecast Agent Trend & Demand Prediction Free of Charge for Public Preview Try Now
DataBridge Agent Web / Document / Database Data Ingestion Free of Charge for Public Preview Try Now
DAS Agent Intelligent Database Ops Subscription / Pay-as-you-go Try Now
Agent Development Platform Supabase
(Cloud-Managed) 		BaaS for Vibe Coding Subscription / Pay-as-you-go Try Now
Dify
(Cloud-Managed) 		AI App Builder with Visual Workflow Orchestration
(Similar to n8n) 		Subscription / Pay-as-you-go Try Now
AI Data Gateway AI Agent Observability, Security & Management Free of Charge for Public Preview Try Now
Managed Data Agent (MDA) Secure & Managed Agent for Enterprise Data Operations
(Managed Infra for AI-Native Data Tasks) 		Free of Charge for Public Preview Coming Soon
Proactive Agent Agent Recommendation Free of Charge for Public Preview Coming Soon
Al Data Prep AI Data Preparation
(Cloud-Managed RAGFlow) 		Transform Any Data to AI-Ready Format (Vector Data) Pay-as-you-go Try Now
Knowledge & Asset Services Meta Agent Autonomous Asset Discovery & Semantic Knowledge Graph Subscription Try Now

HOW IT WORKS
From Raw Data to AI-Powered Insights in 3 Steps

Connect your existing databases, let AI understand your data, and start querying in plain English — in minutes, not months.

1

Connect Your Databases

Supports Alibaba Cloud databases and third-party databases. One-click connection, no data migration needed.

Voice, PDF, logs, notion, S3/OSS, databases (PolarDB, AnalyticDB, RDS, MySQL, PostgreSQL) and so on

2

AI Learns Your Data

Our AI engine automatically maps your schema, understands business context, and builds a semantic layer — so it knows that "revenue" means the same thing your CFO means.

3

Query, Analyze, Automate

Ask questions in plain English. Generate reports automatically. Let AI agents monitor, optimize, and operate your databases 24/7.

Try It Now

Get Started
Ready to Make Your Database AI-Ready?

Whether you want to explore, experiment, or talk strategy — we have a path for you.

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