Turn raw data into exactly what your systems need.

Historically, data mapping required manual, line-by-line configuration. Today, the process is automated by the AI Implementation Agent. Using its Smart Mapping capability, you simply point the agent at your system schemas. It automatically reads your data shapes, cross-references API documentation, and resolves field-by-field translations and standard retail transformations in flight.

While the AI Implementation Agent handles the heavy lifting of mapping standard objects like orders, products, and inventory updates, you retain full programmatic control. You can inject custom PHP or Node.js code blocks directly into your active flow shapes to handle specialised payload transformations or unique retail logic.

The platform natively supports an extensive library of structural data mutations, including string formatting, date rounding, object slicing, data type conversions, and array mapping. For advanced custom logic, the agent can instantly write custom scripts based on plain-English instructions.

No. Patchworks is an enterprise-grade iPaaS built to execute high-volume, real-time retail data paths. Our multi-tenant, serverless data-transformation engine cleans, sanitises, and mutates payloads instantly with zero-latency overhead—ensuring peak performance during high-concurrency trading events.

Yes, this is a standard compliance feature. The AI Implementation Agent makes all structural layout changes inside a secure draft version control environment. Your technical team can safely inspect, run test payloads, and debug data states to verify accuracy before deploying the changes to production.

No, the agent lowers the barrier to execution. Because you can describe your data rules in plain English, business analysts and operational managers can easily automate schema mappings that used to require a backend developer. This eliminates manual unglamorous tasks and speeds up development timelines across the board.