AI & Intelligence with Etlworks
Discover, build, optimize, and document complex data pipelines using natural language. Analyze, schedule, and improve your workflows with real-time intelligence.
Built-In Intelligence
Etlworks enhances your workflows with built-in intelligence to help you move faster. From generating flows to documenting pipelines, analyzing execution, and mapping fields, smart automation is embedded throughout the integration lifecycle.

Prompt-to-Flow
Describe your goal using natural language, and Etlworks will suggest ready-to-use data integration templates with connections, transformations, and schedules.

Smart Documentation
Automatically generate and update documentation for your pipelines. Etlworks captures logic, mappings, and flow structure so documentation evolves alongside your integration setup.

Automated Analysis
Use built-in intelligence to detect inefficiencies, design flaws, and anomalies. Etlworks analyzes flows to recommend changes, reduce latency, and improve overall system performance.

Training Data Delivery
Deliver structured data from internal systems to AI providers to support fine-tuning and RAG workflows. Etlworks ensures secure pipelines and is trusted by companies like OpenGov.

Intelligent Scheduling
Get schedule suggestions based on execution patterns. Identify overused or idle slots, visualize heatmaps, and optimize when and how flows run to improve balance and throughput.

AI-Powered Field Mapping
Automatically map fields between source and destination with AI. Understand nested structures, infer intent, and align schemas faster. Ideal for large, complex, or semi-structured datasets.