DCT includes AI-powered capabilities that help you work with data and platform resources using Large Language Models (LLMs). Synthetic Data features discover relevant tables and intelligently assign generators, while the DCT AI Assistant provides a conversational interface for operations across DCT.
What you can do with AI
- AI-assisted table discovery: Describe your testing scenario in natural language, and AI identifies relevant tables from your schema.
- Intelligent generator assignment: AI automatically assigns semantic generators to columns through a multi-layer discovery process, ensuring synthetic data is realistic and meaningful.
- AI Assistant: Interact with DCT operations using natural language. The assistant is available across DCT pages and can also connect to the Delphix MCP Server in preview.
Requirements
- Enterprise license
- Configured LLM provider (see Configuring AI providers and features)
- AI features enabled by an administrator
Next steps
- DCT AI Assistant — Chat-based interface for DCT operations
- Synthetic Data discovery methods — How generators are automatically assigned to columns
- Configuring AI providers and features — Set up external LLM providers
- Create a dataset — Use AI-assisted discovery during dataset creation
Last updated
Oct 8, 2026