When a business manages thousands of products, a surprising amount of time gets burned on a task that should be simple:

Identifying the right SKU.

For warehouse teams, that looks like stopping an inventory count to double-check an item that “looks like three other items.” For frontline staff, it looks like walking back and forth to match packaging, labels, and subtle product variations. For sales and operations, it shows up as incorrect orders, returns, and delays that shouldn’t exist.

Product Finder Agent is built for that problem: identify a product from a photo, match it to the correct SKU, and move the workflow forward.

The operational problem nobody wants to own

SKU identification isn’t just inconvenient. It’s expensive.

It shows up as:

• Lost time on the floor when employees rely on “tribal knowledge” to identify similar items

• Avoidable order mistakes when the wrong SKU gets picked

• Slower sales cycles when customers can’t easily confirm the exact product

• Inventory counts that drag on because every uncertain item becomes a manual research task

• ERP updates that take weeks when reconciliation depends on humans visually matching products in systems like SAP

This problem gets worse as catalogs grow, SKUs proliferate, and teams rotate.

What Product Finder Agent does

Product Finder is an AI-powered solution that helps employees and frontline teams identify products with confidence, whether they’re in a warehouse, at the counter, or out in the field.

Here’s how it works:

1) Snap a photo: Take a picture of the product, packaging label, or a distinguishing feature.

2) AI matches it to your catalog: The agent compares the image against your product catalog and training data.

3) It returns the best match (with context): Instead of a single guess, it can return the likely match along with supporting details and options.

4) Confirm and take action: Confirm the result and continue your task, without switching tools or breaking flow.

Designed to connect identification to real workflows

The biggest value comes when identification doesn’t stop at “here’s the SKU.”

Product Finder can integrate with systems like SAP, inventory platforms, warehouse tools, or mobile apps, so the match flows directly into the action that matters:

• Check availability

• Trigger an ERP transaction

• Update inventory counts

• Start a pick/pack workflow

• Confirm the right item at the counter

What teams get from it

1) Reduce SKU identification errors: Employees can quickly identify the right item, even when products look nearly identical.

2) Speed up inventory counts: Spending less time researching each product means faster reconciliation and fewer delays.

3) Improve frontline productivity: New employees don’t need years of product familiarity to be effective.

4) Support mobile and field scenarios: Because it’s photo-based, it works wherever the work happens, not just at a desk.

5) Connect identification to action: Tie recognition directly to inventory availability, ERP updates, or warehouse workflows.

A real example: Cementos Chihuahua

In work with Cementos Chihuahua, the challenge was especially clear: their team managed thousands of products that were difficult to identify, both for customers in-store and for employees trying to find the correct SKU.

The same issue slowed the annual inventory review, with warehouse teams spending weeks updating inventory levels in SAP.

Definity built a proof-of-concept using product photos and AI to generate likely matches, making SKU identification much faster and easier, and reducing friction across daily operations.

Where Product Finder fits best

Product Finder is a strong fit when you have:

• Large catalogs with visually similar SKUs

• High turnover or seasonal staff

• Inventory counts that take too long

• ERP reconciliation that’s overly manual

• A frontline team that needs faster answers without expert intervention

A lot of “AI transformation” is abstract, this is different.

When you remove the friction of SKU identification, you speed up real work: sales, fulfillment, inventory, and customer service.