How we built an agentic AI order processing engine for StockyAI

GoML built an agentic AI order processing engine for StockyAI that turns SMS, WhatsApp and email orders into structured invoices. AI parsing, product matching, pricing and inventory checks run automatically, cutting manual work.

GoML and StockyAI teamed up to automate retail order-to-invoice workflows using an agentic AI engine.

The system reads unstructured text from SMS, WhatsApp and email, extracts order details, matches products, checks real-time prices and validates inventory using APIs. It then generates complete structured invoices and stores them with traceability.

Built as a serverless FastAPI application on AWS Lambda, the engine uses conversational AI to explain decisions and handle variations in order style. Tests show about 95 percent parsing accuracy and 90 percent success in fuzzy product matches. The result cuts manual effort and speeds invoice processing for ecommerce operations.

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