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.

Smarter Integration

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.

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Smart Documentation

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

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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.

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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.

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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.

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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.

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