Data Transformations
Instead of spending hours reading API documentation and hand-mapping field-by-field, simply point the AI Implementation Agent at your schemas. Patchworks combines a high-performance, serverless transformation engine with Automated Smart Mapping to mutate, structure, and validate complex retail payloads in real-time—ensuring perfect data alignment with zero-latency overhead.
Eliminate manual cross-referencing entirely. Point the AI Implementation Agent at your source and target data models (e.g., Shopify orders to NetSuite ERP), and it instantly maps matching taxonomy tags, auto-resolves structural differences, and embeds your standard retail field-level mutations automatically.
Fix inconsistent string formats, handle blank values, and structure nested JSON/XML elements in flight. The platform natively structures, sanitises, and cleans data in transit, ensuring every payload field perfectly matches your criteria before it moves downstream to your fulfilment networks or ERP.
For advanced, highly specific enterprise logic, you aren’t boxed into pre-built rules. Have the AI agent write precise script-based transformations in PHP, Python, or Node directly into the map shape—allowing you to handle unique retail edge cases safely inside isolated drafts.
Eliminate manual cross-referencing entirely. Point the AI Implementation Agent at your source and target data models (e.g., Shopify orders to NetSuite ERP), and it instantly maps matching taxonomy tags, auto-resolves structural differences, and embeds your standard retail field-level mutations automatically.
Fix inconsistent string formats, handle blank values, and structure nested JSON/XML elements in flight. The platform natively structures, sanitises, and cleans data in transit, ensuring every payload field perfectly matches your criteria before it moves downstream to your fulfilment networks or ERP.
For advanced, highly specific enterprise logic, you aren’t boxed into pre-built rules. Have the AI agent write precise script-based transformations in PHP, Python, or Node directly into the map shape—allowing you to handle unique retail edge cases safely inside isolated drafts.
Apply instant operational constraints right out of the box using our ready-made system shapes. Patchworks natively supports an extensive library of structural mutations to shape data exactly how your target system expects it.
Your data payloads are stripped, cleaned, mutated, and verified instantly as they pass through the engine—guaranteeing rapid execution and absolute data integrity even during high-concurrency peak trading events like Black Friday.
Let the AI Implementation Agent automatically resolve intricate field-by-field relationships for you. It maps source keys to target schemas instantly, showing you exactly how payload properties are structured before they move.
Point the agent at your system datasets and watch it go. The AI Implementation Agent interprets raw API payloads and formats structural properties automatically—removing hours of manual documentation cross-referencing.
Track how your data adapts at every point in the pipeline. Debug payload mutations, adjust active mapping shapes, and inspect data states without ever dealing with hidden middleware configurations.
Instantly apply ready-made system shapes to format strings, encode data, modify objects, and standardise integers—giving you standard operational rules right out of the box.
Manage unique, complex retail logic with precise script-based transformations. Inject custom PHP or Node.js code blocks straight into your flows to combine fields, apply advanced data routing, and tailor endpoints.
Connect Shopify to your ERP, WMS, marketplaces and marketing tools with reliable, real-time data flows. Build, test and deploy integrations faster using sandbox environments—reducing risk, accelerating go-live, and eliminating manual work.
Connect NetSuite with Shopify, WMS, 3PLs, and marketplaces to keep orders, inventory, and financial data perfectly in sync.
Automate complex workflows, reduce errors, and gain real-time visibility across your entire operation.
Connect Veeqo with Shopify, ERP, and marketplaces to automate order routing, inventory updates, and fulfilment workflows.
Keep stock accurate, ship faster, and maintain full visibility from checkout to delivery.
Reduction in Error Rates
“What surprised me was just how effortless it was. Once the data was prepared properly, Patchworks moved it into Shopify incredibly fast.”
Andy Richley
Head of Tech, Castore
Total Managed Flows
“Patchworks offers a great portfolio of integrations and are working towards many more.”
Paula Abisolo
Omni-Channel Delivery Lead, Mint Velvet
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.
Average Review Score on G2
Fashion & Apparel
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Consumer Electrics & High-Growth Retail
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Fashion & Apparel
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Gentian Shero
Co-Founder & Chief Strategy Officer, Shero Commerce
“You should have partnered with Patchworks yesterday. It saves time, cuts costs, and most importantly keeps your customers happy.”
Gentian Shero
Co-Founder & Chief Strategy Officer, Shero Commerce
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