# Introducing Logistify AI Sales Order Agent v2

> Sales Order Agent v2 captures inbound purchase orders from email, PDF, spreadsheet, WhatsApp, portal exports, and EDI exceptions, then extracts line items, matches buyers and SKUs, validates before writeback, and syncs clean orders to QuickBooks or your ERP. Exceptions route to a human reviewer with the failure reason and next action attached.

- URL: https://logistify.ai/blog/introducing-logistify-ai-sales-order-agent-v2/
- Author: Daniel Emaasit, CEO, Logistify AI
- Published: 2026-07-13
- Category: Product

**Summary:** Logistify AI Sales Order Agent v2 processes inbound purchase orders from email, PDF, spreadsheet, WhatsApp, portal exports, and EDI exceptions. For each order it extracts the header and line items, matches the buyer account and product SKUs against your ERP records including customer-specific aliases, runs validation checks for duplicate purchase orders, pricing gaps, missing fields, and unusual quantities, then routes clean orders to ERP writeback and exceptions to a human reviewer with the failure reason and a recommended next action. v2 is designed for manufacturers and distributors who are processing B2B orders manually across multiple channels today.

![Logistify AI Sales Order Agent v2 launch announcement showing the order processing workflow](https://logistify.ai/images/launch_image_post_1783933954962.webp)

Video: https://www.youtube.com/watch?v=_rHOhqM11-M (Product launch walkthrough: Sales Order Agent v2)

## What Sales Order Agent v2 Does

Most manufacturers and distributors receive purchase orders in at least three or four formats. A regular customer sends a PDF. A new buyer emails a plain-text list. A long-standing account uses a portal that exports a spreadsheet. A sales rep forwards a WhatsApp photo of a handwritten order from a trade show.

Each of these arrives in a different format, with different field names, different levels of completeness, and different conventions for product codes and quantities. The manual process for handling them is the same: someone reads each one, looks up the customer account, looks up the SKUs, checks pricing, and types the order into the ERP.

Sales Order Agent v2 handles that sequence. It captures the source, extracts a structured order, matches buyers and products against your ERP data, validates the order before writing it back, and routes anything it cannot confidently resolve to a human reviewer. That reviewer sees the original source, the extracted fields, the specific problem, and a suggested next action.

## Step 1: Capturing Orders from Every Channel

The agent starts with the original source, not a normalised version of it. That distinction matters: the original source contains the sender, the timestamp, the attachment, the channel, and the evidence that an order was placed. Losing that in step one creates problems downstream when a buyer disputes what they ordered or when an exception needs to be investigated.

v2 captures orders from:

- Email: body text, subject line, attachments, sender address, and thread context
- PDFs: purchase order documents, delivery notes embedded in multi-page attachments
- Spreadsheets: customer-formatted order sheets with their own column headers and item codes
- WhatsApp: text messages and image attachments forwarded via the business API
- Portal exports: CSV or Excel files generated by buyer procurement systems
- Voicemail transcripts: orders called in and transcribed before processing
- EDI exceptions: transactions that failed validation in the EDI layer and need manual handling

For each source, the agent records what arrived, when, and from whom before doing anything else.

## Step 2: Extracting the Structured Order

Extraction pulls the fields the ERP needs from the raw source. A buyer writing an email order rarely uses the same field names your ERP uses. They write a delivery address in the body of the email, not in a field labelled "ship-to." They specify a delivery window in plain language, not as a structured date.

For each order, the agent extracts:

- Order header: buyer name, their purchase order number or reference, order date
- Ship-to: delivery address, attention line, any special delivery instructions
- Requested delivery date or window
- Line items: product description, quantity, unit of measure, price (if stated), and any line-level notes
- Order-level notes: delivery notes, handling requirements, partial shipment instructions

Fields that are missing or ambiguous are flagged at this stage, not silently omitted. An order with a missing delivery address is caught here rather than failing at ERP writeback.

## Step 3: Matching Buyers and Products

This is the step where manual order entry most often requires institutional knowledge that lives in someone's head. Which customer account does this email address belong to? Which of the three delivery addresses for this buyer should receive this order? What SKU is "those same ones we ordered in March"?

The agent resolves each of these against your ERP records:

- Buyer account: matched by email domain, company name, and known contact records in the ERP
- Delivery location: matched by address text against the ship-to locations on the customer account
- SKU: matched by product description, specification text, and customer-specific aliases built up from previous orders
- Unit of measure: resolved from the quantity language in the order ("boxes of 24", "cases", "eaches")
- Customer-specific pricing tier: pulled from the account record in the ERP

Unmatched products do not get added automatically. If the agent cannot match a line item to a SKU with sufficient confidence, that line goes to human review. The reviewer sees the description from the order and the top candidate matches from the product catalog. One click to confirm or correct.

Over time, confirmed matches build a per-customer alias map. A buyer who has ordered from you for two years and consistently uses their own item codes for your products will rarely trigger a manual SKU review, because the agent has recorded the confirmed mappings.

## Step 4: Validation Before Writeback

The agent checks the order against a set of validation rules before it writes anything to the ERP. The intent is to catch problems that would create work if they reached the ERP: duplicate records to unwind, pricing corrections to issue, stock commitments to reverse.

Validation checks in v2:

- Duplicate purchase order: checks whether the buyer's purchase order number has already been entered for this account
- Pricing variance: compares the price stated in the order against the customer's price list in the ERP, flags discrepancies above a configurable threshold
- Missing required fields: delivery address, purchase order number, at least one confirmed line item
- Unusual quantity: flags quantities significantly above or below the buyer's normal order history for that product
- Low-confidence SKU match: any line item where the matching confidence is below the threshold
- Delivery note conflicts: instructions that contradict account settings (for example, a one-time ship-to address for an account with a fixed delivery location)
- Ship-to problems: address that cannot be matched to any location on the account
- ERP sync blockers: missing account ID, inactive customer status, or product codes not active in the ERP

Orders that pass all checks are queued for ERP writeback. Orders with a validation failure go to the human review queue with the specific failure reason attached.

## Step 5: ERP Sync and Exception Handling

Once an order is reviewed and approved, it is pushed to QuickBooks or the connected ERP. The agent writes the sales order with all matched fields: customer account, ship-to, purchase order reference, line items with resolved SKUs, quantities, prices, and any delivery notes.

If the sync fails, the agent does not drop the order silently. It captures the failure response from the ERP, routes the order back to the review queue, and attaches the failure reason and a suggested next action. Common failures: the customer account was deactivated since the last order, the product code was deprecated, the ERP connection timed out. Each gets a specific message, not a generic error.

The design principle across all five steps is the same: the agent handles the volume, humans handle the judgment calls. Nothing that requires a decision gets written to the ERP without a human seeing it first.

## The Sales Order Automation Playbook

We put together a 20-page playbook that documents the operational setup behind v2. It is written for operations managers and IT leads at manufacturers and distributors who want to understand the implementation before committing to a rollout.

The playbook covers:

- The 5-agent framework: how the capture, extraction, matching, validation, and sync agents work together
- The 4-day rollout plan: what you test on day one, what you expand on day four
- The exact prompts used for extraction and classification
- Human review rules: which conditions trigger review and what the reviewer sees
- ERP sync guardrails: the validation layer between the agent and the ERP
- What to test in the first 48 hours: the specific scenarios that surface the most exceptions early

To get the playbook, reach out through the contact form or [book a demo](https://logistify.ai/see-a-demo/) and we will send it over.

**See Sales Order Agent v2 in action**

We walk through the full workflow — capture, extraction, matching, validation, and ERP sync — using a real order from your channel.

[Book a demo](https://logistify.ai/see-a-demo/)

[Learn more](https://logistify.ai/agents/sales-order/)

## Frequently Asked Questions

### What order channels does Sales Order Agent v2 support?

v2 captures orders from email (body text, attachments, thread context), PDF purchase orders, spreadsheets, WhatsApp via the business API, portal exports in CSV or Excel format, voicemail transcripts, and EDI exception files. For each source it records the original message, sender, channel, and attachments before extraction begins.

### What happens when a product description does not match a SKU in the ERP?

Low-confidence SKU matches go to human review rather than proceeding automatically. The reviewer sees the product description from the order and the top candidate matches from the ERP product catalog. Confirmed matches are saved as a customer-specific alias so the same description resolves automatically on future orders.

### How does the validation step decide whether an order goes to human review?

The agent checks for eight conditions before writeback: duplicate purchase order number, pricing variance above a configured threshold, missing required fields, unusual quantity relative to the buyer's order history, low-confidence SKU match, delivery note conflicts, ship-to address problems, and ERP sync blockers such as an inactive customer account. Any failed check routes the order to the review queue with the specific failure reason attached.

### Which ERPs does Sales Order Agent v2 write to?

v2 writes to QuickBooks Desktop Enterprise and QuickBooks Online, with support for other ERPs depending on the integration configuration. If the ERP sync fails after approval, the agent captures the failure reason from the ERP response and returns the order to the review queue with a suggested next action rather than dropping it silently.

### Is Sales Order Agent v2 fully automated, or does a human still review orders?

Both. Orders that pass all validation checks are queued for ERP writeback automatically. Orders with any validation failure, low-confidence SKU match, unusual quantity, or missing field go to a human reviewer before anything is written to the ERP. The design intention is that the agent handles the volume and humans handle the judgment calls.

### What is included in the Sales Order Automation Playbook?

The 20-page playbook covers the 5-agent framework, a 4-day rollout plan, the extraction and classification prompts, human review rules, ERP sync guardrails, and a list of test scenarios for the first 48 hours of operation. It is intended for operations managers and IT leads evaluating a rollout.

### How long does it take to get Sales Order Agent v2 running?

The 4-day rollout plan in the playbook starts with a single order channel and a limited product catalog, expands coverage based on what the first test orders surface, and reaches full channel coverage by day four. Teams that follow the plan typically process their first live order through the agent within 48 hours of setup.

## Related Articles

- [Best AI Order Entry Automation Software for Manufacturers and Wholesale Distributors (2026)](https://logistify.ai/blog/ai-order-entry-automation-software-manufacturers-distributors/)
- [AI Order Entry Software: The Complete Guide for Manufacturers and Distributors](https://logistify.ai/blog/ai-order-entry-software/)
- [What Is Sales Order Entry? The Definitive Guide](https://logistify.ai/blog/what-is-sales-order-entry/)