DatapunktDatapunkt
(v1.0.0)Description
Multi-agent system for planning and operationalizing enterprise data transformations end-to-end. Captures technical and contextual business metadata, enables smart discoverability, and produces standards-based or custom target models plus semantic consumption models. Generates mapping contracts and transformation plans, then produces executable transformation code aligned with approved mappings and target schemas. Includes an engineering support agent for code execution and real-time operational support.
Key Benefits
Metadata Intelligence
Captures technical schemas, business context, ownership, definitions, and usage signals to create a trusted foundation for enterprise data work.
Data Discovery
Makes fragmented enterprise data searchable and understandable across platforms, teams, domains, and source systems.
Target Data Modeling
Generates standards-based or custom target models, semantic layers, and consumption-ready structures aligned with business intent.
Mapping Contracts
Produces source-to-target mapping contracts with transformation rules, validations, assumptions, and human approval built into the workflow.
Code Generation
Turns approved mappings into production-ready SQL, PySpark, Apache Beam, dbt, and warehouse-specific transformation code.
Execution & Support
Supports pipeline execution, troubleshooting, delivery monitoring, and operational guidance across modern cloud data stacks.