AI Order Entry Simulation
This page now presents the workflow as static, fast-loading workshop content. The interactive version will return later behind a Firm OS API boundary instead of direct database access from this app.
Apex Motion Systems
Unstructured reorder request with missing delivery date
Heritage Manufacturing
Bulk purchase order with 14 line items
Northstar Technologies
CSR-entered rush order from call transcript
Target Workflow
The future interactive build will use this same flow, powered by Firm OS APIs.
Read Request
Classify the source, extract customer intent, and identify required fields.
Match Context
Resolve customer, parts, pricing, inventory, and order-history context.
Route Decision
Auto-approve clean orders, queue exceptions, or draft clarification requests.
Auto Approved
Clean orders with known customers, valid parts, and high confidence.
Review Queue
Material exceptions where a human should verify pricing, customer, or quantity.
Clarification
Orders missing information needed to confidently enter or release the order.
Next build phase
Reintroduce interactivity by calling Firm OS endpoints for order samples, processing runs, and review outcomes. This app should remain a Cloudflare front end, with Firm OS owning the database and business logic.