ADM
What is ADM?
Agentic Data Management (ADM) is an AI-powered platform that operates on top of ADOC, enabling data management through natural-language interaction.
ADM uses a multi-agent architecture and large language models (LLMs) to help users discover assets, create and monitor quality policies, execute workflows, and integrate with connected systems. It supports both native ADOC integrations and additional ones through Bring Your Own LLM (BYOLLM) and Model Control Planes (MCPs).
Interaction happens through a conversational interface, where ADM interprets intent, coordinates specialized agents, and performs tasks such as data queries, policy setup, and workflow execution.
Platform Highlights (at a glance)
| Capability | Description |
|---|---|
| Conversational Interface | Chat with AI to manage data assets |
| Intelligent Agents | Specialized AI agents for different data management tasks |
| Automated Workflows | Pre-built and custom workflows for common operations |
| Knowledge Base | Organization-specific document repository for enhanced context |
| Notebooks | Scheduled query execution and monitoring |
| Integration Platform | Connect with external tools via MCP (Model Context Protocol) |
Who Should Use ADM?
ADM serves multiple roles across data teams.
- Data engineers can create and manage data quality policies, monitor pipelines, troubleshoot issues, and automate routine tasks.
- Data analysts can query catalog details, generate summaries and reports, and track quality metrics and lineage.
- Data stewards can define governance standards, classify assets, and monitor compliance.
- Business users can ask plain-language questions, understand quality and freshness, request access, and generate business summaries.
Key Benefits
Increased Productivity
- Reduce time from hours to minutes for policy creation
- Automate repetitive data management tasks
- Natural language interaction eliminates learning curves
Improved Data Quality
- AI-assisted policy generation ensures comprehensive coverage
- Automated monitoring and alerting
- Consistent application of best practices
Enhanced Collaboration
- Shared conversations and notebooks
- Team-based knowledge base
- Centralized documentation
Reduced Complexity
- No need to learn complex query languages
- Guided workflows for common tasks
- Context-aware assistance
System Requirements
- ADM runs in modern browsers including Chrome (v90+), Firefox (v88+), or Safari (v14+).
- Ensure JavaScript, cookies, and local storage are enabled.
- A stable internet connection (minimum 1 Mbps; 5 Mbps recommended) is required.
- Authentication is managed by your organization, typically via Single Sign-On (SSO) or username/password credentials.