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Beyond GUIs: Why Your Next ETL Pipeline Should Be Defined as Code

Discover the power of version control, reusability, and automated testing by treating your data pipelines as code. Learn how transform.do makes ETL as code a reality.

Workflows
3 min read

The Ultimate Guide to Converting JSON to CSV with a Single API Call

A practical, step-by-step tutorial on using the transform.do API to automate the conversion of complex JSON structures into clean, usable CSV files, and vice versa.

Functions
3 min read

Meet Your New Data Engineer: How AI Agents Automate Data Transformation

Explore the future of data processing. We delve into how agentic workflows on transform.do use AI to autonomously interpret and execute complex data mapping and cleansing tasks.

Agents
3 min read

Stop Wasting Engineering Hours: How to Automate Customer Data Onboarding

Reduce time-to-value for new clients by creating a fully automated data ingestion and transformation service with transform.do, freeing up valuable engineering resources.

Business
3 min read

From Messy to Meaningful: A Practical Guide to Automated Data Cleansing

Learn techniques for programmatically standardizing formats, validating data, and enriching records to turn inconsistent source data into a reliable, high-quality asset.

Data
3 min read

How to Build a Serverless ETL Pipeline by Integrating transform.do with AWS Lambda

Follow our guide to connect transform.do with AWS S3 and Lambda to create a powerful, event-driven, and infinitely scalable serverless data processing pipeline.

Integrations
3 min read

The Future of ETL is Composable: Building Data Microservices with an API

Break free from monolithic ETL jobs. Learn how turning transformations into composable, API-first microservices enables agile, scalable, and maintainable data architecture.

Services
3 min read

Migrating from Traditional ETL to Code-Based Transformation Workflows

A 5-step strategic plan for teams looking to move from legacy, UI-based ETL platforms to a more flexible, scalable, and developer-friendly code-based approach.

Workflows
3 min read

Mastering Complex Data Structures: How to Flatten Nested JSON with an API

Tackle a common developer challenge by using transform.do's agentic rules to easily parse, flatten, and reshape deeply nested JSON objects for easier consumption.

Data
3 min read

Can AI Write Your ETL? Experimenting with Generative Data Mapping

A look at our cutting-edge research into using AI to analyze source and target data schemas to automatically suggest and generate the necessary transformation rules.

Experiments
3 min read