Sales · Example
Customer purchase order to draft sales order
Turn customer emails and purchase orders into checked draft orders for the sales operations team.
A possible approach to the work—not a client result or a promise of outcomes.
Today
Where work gets stuck
Order desks interpret customer descriptions, rekey line items, and resolve differences between purchase orders and the product catalog.
With AI in the workflow
What could change
AI extracts the request and suggests catalog matches. Existing business rules validate prices and quantities, producing a draft order and an exception list for review.
Required inputs
- Customer purchase order or permitted email request
- Approved customer records, product catalog, and unit definitions
- Current pricing, availability, and order validation rules
How the example works
- When a purchase order arrives, verify the customer and check whether the request is new, revised, or already recorded.
- Extract items, quantities, units, and requested dates; propose catalog matches with references to the request.
- Use the order system to check commercial fields and flag ambiguous items, unusual terms, or unavailable stock.
- Have sales operations resolve exceptions and approve the draft before an order is released or a customer confirmation is sent.
People stay accountable
The human decision
Sales operations approves item matches and the order. Authorized staff decide discounts, substitutions, credit exceptions, and delivery commitments.
What to measure
Handling time per reviewed order, line-item correction rate, duplicate orders, and errors discovered after release.
Risks to address
Wrong units or customer identity, duplicate revisions, outdated prices, and unapproved commitments hidden in attachments.
Readiness
Start with repeat customers and a stable catalog. Include handwritten descriptions, amended orders, and ambiguous units in the evaluation set.
Typical systems
Shared sales inbox and the order management or enterprise resource planning system. Draft creation needs restricted write access; pricing and arithmetic stay in existing business logic.
Research behind this example
These sources describe related activities or capabilities. They do not establish results for this example or validate the complete proposed workflow.