B2B Team & User Flow Inspiration

Automate Sales Order Processing

Streamlines order fulfillment by automatically extracting purchase order details, verifying accuracy, creating records in your ERP, and alerting relevant departments.
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Copy this flow for your agent, document, team chat or other tool.

This workflow is designed for sales operations and finance teams who want to eliminate manual data entry and accelerate the order fulfillment process after a sale is closed. By automating the extraction and processing of purchase orders, teams can reduce errors and significantly speed up order processing.

When a customer submits a purchase order document, the system first uses OCR to digitize the document, then leverages an LLM to intelligently extract critical information like product details, quantities, pricing, and delivery requirements—regardless of varying PO formats from different customers. This AI-powered approach handles the variability and complexity of real-world purchase orders much more effectively than rule-based parsing. The extracted data is then validated against the CRM opportunity to ensure accuracy before being automatically entered into the ERP or billing system, triggering the fulfillment process.

By implementing this automation, organizations typically reduce order processing time by 70-80% while minimizing human error and freeing staff to focus on exception handling and customer service. The LLM's ability to understand context and handle inconsistent document formats dramatically reduces the need for manual review, while automated notifications ensure all relevant departments are immediately aware of new orders, creating a seamless handoff between sales, operations, and finance teams.

Who this Agentic Workflow Is For

For Product Marketers and GTM Teams

Customer experiences

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Team workflows

Find new ways to improve the internal workflows your team uses to launch, position, sell, support, and grow those experiences across marketing, sales, growth, and success.

For Product Builders

Customer experiences

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Team workflows

Discover team workflows you can turn into internal agents, automations, and tools that save time and reduce manual work.

For Teams Focused on the Decision Stage

Customer experiences

Find ideas for better experiences during the Decision stage of the buyer or customer journey.

Team workflows

Explore internal workflows that help your team support that stage more effectively.

Make it Yours

Use this example as a starting point, not a fixed recipe.

Copy the flow above as a prompt, markdown, skill, or mermaid diagrom. Adjust the steps, tools, agent and human involvement to fit your real workflow. Then test where users actually get value or drop off.

Trigger PO Receipt
1
Initiate the order processing workflow when a purchase order document is received via email or uploaded to the system.
Trigger Trigger Event
Convert Document to Text
2
Process the purchase order document using OCR to convert it from PDF/image format to machine-readable text.
Tool Call Data
Uses: Document Parsing, OCR, Tesseract, Adobe PDF API
Extract Order Details with LLM
3
Use an LLM to intelligently extract and structure key information from the PO document, handling various formats and terminologies.
LLM Call Data
Uses: LLM, OpenAI, Anthropic, Google Gemini

Prompt

Extract the following information from this purchase order document:

1. PO Number
2. Order Date
3. Company Name
4. Billing Address
5. Shipping Address
6. Contact Person and Information
7. For each line item: Product/Service description, Quantity, Unit Price, Total Price
8. Subtotal
9. Tax (if any)
10. Total Order Amount
11. Payment Terms
12. Requested Delivery Date
13. Special Instructions

The OCR-processed text of the purchase order is as follows:

{poDocumentText}

Return the information in a structured JSON format with fields corresponding to each of the requested items. For missing information, use null values. If you're uncertain about any extracted information, include a confidence score (0-100) for that field.

Escalate Parsing Issues
4
If AI parsing fails or is not confident, route the PO to a human queue.
Tool Call Workflow
Uses: Error Handling, Custom API, Sentry, Manual Review
Verify Order Accuracy
5
Cross-reference the extracted order details with the CRM/opportunity and flag discrepancies.
Tool Call Data
Uses: Data Verification, Excel, SQL, Custom Scripts
Create Order in ERP
6
Automatically create the corresponding order in the billing or ERP system via API.
Tool Call Data
Uses: ERP Integration, Salesforce, NetSuite, SAP
Notify Finance/Operations
7
Notify finance or operations with key order details.
Tool Call Email
Uses: Notification, Email, Slack, Zapier

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