AI Produce Recognition

Put it on the scale.
WECOMM knows what it is.

Identify loose fruits and vegetables at checkout, combine recognition with weight and add the right product to the transaction in seconds.

Recognize
Camera identifies loose produce
Weigh
Connected scale captures weight
Sell
Priced item lands in the sale
Cashier placing bananas on a produce scale next to a WECOMM POS terminal at a grocery checkout counter
On the scaleScanning

Organic Bananas

98% match
Weight2.73 lbs
Price$2.11

How it works

From produce to payment in seconds.

Recognition, weight and pricing happen in a single motion at the counter — no product lookup, no code entry.

01

Place

Place loose produce on the scale.

Scale ready · 0.00 lbs

02

Recognize

WECOMM identifies the product.

Organic Bananas · 98%

03

Weigh

The connected scale captures the weight.

Stable weight · 2.73 lbs

04

Sell

The item and price are added to the transaction.

Added · $2.11

At the register

Recognition happens right where the sale happens.

No separate app and no extra station. The recognition view sits inside the same WECOMM register your team already uses.

Camera view · Register 01Live
Bananas on a produce scale viewed by the WECOMM recognition camera
Organic Bananas · 98%
Scale reading · 2.73 lbs
AI Produce Recognition

Top matches

Weight
2.73 lbs
Price
$2.11

Assisted recognition

Not sure? Give the cashier the final say.

When recognition isn’t completely confident, WECOMM can present the most likely matches so the cashier can quickly select the correct item.

  • Suggestions stay on the same screen as the sale.
  • One tap confirms the item, weight and price.
  • Cashier corrections help refine future suggestions.
Register 01 · confirm item

What is this?

Selected itemRoma Tomato
Weight1.90 lbs
Price$3.44

One checkout, two workflows

Built for the products that don’t have a barcode.

A real basket mixes packaged goods with loose produce. WECOMM handles both without slowing the lane down.

Grocery checkout belt with bananas, tomatoes, avocados, apples, lettuce and packaged barcoded items
Barcoded items

Scan normally.

BarcodeScanAdd to cart
Loose produce

Recognize + weigh.

RecognizeWeighAdd to cart
Current basket
    Bananas · 2.73 lbs$2.11
    Vine Tomatoes · 1.90 lbs$3.44
    Avocados · 2 ea$4.98
    Apples · 2.43 lbs$3.85
    Iceberg Lettuce · 1 ea$2.29
Total$16.67

Connected inventory

Every recognized item becomes inventory data.

The recognition doesn’t end at checkout. The transaction feeds the connected WECOMM retail platform.

Customer buys

Organic Bananas

2.73 lbs

POS transaction

$2.11

Register 01

Inventory

40.6 lbs remaining

Updated instantly

Reporting

Bananas sales updated

Today · live

WECOMM Intelligence

Today’s produce sales help inform tomorrow’s decisions.

Recognized produce transactions become demand signals that shape forecasts and reorder suggestions.

Today’s sales
    Bananas+42 transactions
    Tomatoes+31 transactions
    Lettuce+18 transactions
Demand forecast
    Bananas92.6 lbs expected
    Tomatoes77.2 lbs expected
Recommended order
    Bananas41.9 lbs
    Tomatoes48.5 lbs
Explore Demand Forecasting

Why it matters

Less searching. Less manual entry. Faster checkout.

Faster checkout

Reduce time spent searching through produce lists.

Fewer manual steps

Recognition and weighing happen as part of the checkout workflow.

Better inventory data

Every transaction contributes to inventory visibility.

Built for fresh retail

Designed around the realities of grocery and produce.

Complete retail POS

AI recognition is one part of a bigger platform.

WECOMM connects checkout, inventory, purchasing, forecasting and reporting in one retail platform.

Make produce checkout smarter.

See how WECOMM brings AI-powered recognition into a complete retail POS.