DWForge is a tool built by a senior integration architect who got tired of writing the same transformations over and over. Paste your payload, describe what you need, or just chat with it. You get working DataWeave in seconds, not hours.
Not what the documentation says. What they actually do in production, with real payloads, real nulls, and real edge cases.
Salesforce, SAP, Oracle, Workday, NetSuite, Shopify, Epic, Snowflake and more. If DataWeave touches it, DWForge handles it.
Every output accounts for nulls, missing fields, and unexpected data. That is not a feature, it is the baseline. Null pointer failures at 2am are not acceptable.
Paste samples. Describe in plain English. Or chat with DWForge directly and answer a few questions. All three give you the same result.
It understands payload, variables, and attributes. The code drops straight into a Transform Message component. No rewrites.
A transformation that takes a senior developer 3 hours takes DWForge 30 seconds. Your team has better things to do.
Every output includes a plain English explanation of the logic, the decisions made, and what to verify before you deploy. No black boxes.
Paste your payload and expected output. Or describe your fields in plain English. Or just chat with it and answer a few questions. Your choice.
Pick your source and target systems. Mention null rules and date formats. Say whether it is a single record or a batch. That is all it needs.
Paste it into Anypoint Studio. It runs. If anything looks off, tell DWForge and it fixes it.
DWForge knows the field naming conventions, payload structures, and quirks of every system below. Not just the documentation. The real behaviour.
DWForge was built by a senior integration architect with years of hands-on delivery across large-scale enterprise projects. MuleSoft, Salesforce, SAP, D365, Workday, Dremio, the full integration stack, multiple industries, real production systems.
At some point you realise you are writing the same DataWeave patterns over and over. Null handling, date conversion, relationship traversal, batch processing. Every project, every time. There had to be a better way.
DWForge is that better way. It is not a generic AI wrapper. It is a purpose-built tool that understands how these systems actually behave in production, because the person who built it has been inside them for years.
The name stands for Data Work Forge. DataWeave is where we started. Data engineering, pipeline tooling, and platform integrations are where we are going. Everything a modern integration architect needs, in one place.
If your team spends time writing DataWeave by hand, DWForge pays for itself in the first hour of use.
We work directly with integration teams and architecture leads to get DWForge set up properly. No sales process, no lengthy procurement. Just a conversation about what your team needs.
Free during beta. No signup. No credit card. Just paste your payload and go.
Write my DataWeave