Data Transformations
Turn raw data into exactly what your systems need.
Clean, format, and normalise your data in flight automatically. Instead of spending hours reading API documentation and hand-mapping field-by-field, simply point the AI Implementation Agent at your schemas. The agent’s Smart Mapping capability automatically resolves the translation, eliminates manual cross-referencing, and applies standard retail functions—giving you absolute control without the manual overhead.
Key capabilities
Transform data your way
Automatic data sanitisation
Fix inconsistent values and ensure every payload field perfectly matches your criteria before it moves downstream. The platform automatically cleans, structures, and sanitises data in transit to shield your core retail databases from errors.
Automated Smart Mapping
Eliminate manual cross-referencing entirely. Point the AI Implementation Agent at your source and target schemas, and it instantly resolves field-by-field translation, handles attribute mappings, and embeds standard retail transformations.
Safety-first scripting
Build beyond standard mappings using custom PHP or Node.js scripts to manage advanced, bespoke business rules. All code modifications are safely sandboxed inside our strict draft version control environment before deployment.
BENEFITS
Why use transformations in your workflows?
Data rarely arrives in the format your systems expect. By shifting to an agentic approach, you can eliminate the manual burden of translation entirely.
The AI Implementation Agent uses deep contextual awareness to normalise, align, and clean data in real time—ensuring critical retail integrations remain bulletproof and systems stay in perfect synchronisation.
Automated Smart Mapping
Contextual mapping functions
Zero-latency data processing
Live schema verification
Isolate complex retail edge cases
Programmable scripting when needed
Drastically reduce API failures
Serverless scale and reliability
Granular data mapping—handled by AI.
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.
Transform complex schemas in real time.
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.
Full visibility and control
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.
Built-in transformation functions
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.
Extend with custom scripts
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 TO YOUR SYSTEMS
Connect to your core commerce systems
Certified integration for Shopify
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.
Reliable NetSuite integrations for retailers
Connect NetSuite with Shopify, WMS, 3PLs, and marketplaces to keep orders, inventory, and financial data perfectly in sync.
Streamline fulfilment with Veeqo integrations
Connect Veeqo with Shopify, ERP, and marketplaces to automate order routing, inventory updates, and fulfilment workflows.
Case studies
Proven by retailers operating at scale
Castore
Through partnering with Patchworks as their iPaaS, Castore achieved rapid onboarding of new clubs, accelerated the integration of new brands, and supported significant business growth, ensuring seamless operations and enhanced scalability.
Miniature Market
With Patchworks, Miniature Market delivered a complex global replatform to Shopware, automating critical data flows and building a scalable, high-performance ecosystem.
Mint Velvet
Mint Velvet used Patchworks to replace a rigid legacy integration layer with a faster, more scalable setup that improved omni-channel agility and supported peak trading.
Use cases
Ecommerce & ERP integration
Bridge your storefront and back-office seamlessly. Automate order workflows, financial reconciliation, and ledger updates with absolute precision.
Inventory & stock synchronisation
Maintain a unified inventory truth across all channels. Update stock levels in real time to prevent margin-damaging overselling.
Marketplace & multichannel integration
Centralise inventory, pricing, and orders across global marketplaces, matching third-party schemas seamlessly to your core architecture.
Fulfilment & 3PL orchestration
Sync order status, shipping labels, and multi-location logistics instantly to optimise warehouse velocity and reduce processing errors.
Subscription & recurring revenue integration
Connect billing engines to your core ledger, automating recurring operations to protect and maximise long-term customer lifetime value.