Catalogue and shelf data that keeps up with a SKU list that changes weekly.

Shelf recognition, catalogue attributes, visual search and support data.

Retail models rot faster than any other category. Packaging changes, a new variant ships and detection quietly degrades in the stores that matter most.

We build refresh cycles into the engagement rather than treating collection as a one-off, and we deliberately over-sample the conditions where checkout models fail.

Where AI is being applied in retail & e-commerce

The applications teams actually come to us for, rather than the full theoretical list.

Shelf monitoring
Out-of-stock and planogram compliance across store formats.
Product recognition
SKU-level detection including occlusion and glare.
Catalogue attributes
Colour, pattern, material and style extraction at catalogue scale.
Visual search
User photo to catalogue item matching pairs.
Support chat and calls
Order, refund and delivery dialogue for assistant training.
Review and sentiment
Aspect-level sentiment on product reviews by market.

How Karmyug helps

AI data collection

Speech, image, video and text collected to your spec, recruited by quota.

Generative AI services

Prompts, preference pairs, rubric ratings and red teaming for language models.

Data annotation

Boxes, polygons, masks, cuboids and text labels, measured against gold.

Data transcription

Verbatim, timestamped and diarised transcripts from native linguists.

Retail & e-commerce datasets

Retail product recognition

Supermarket shelves and individual products with tight bounding boxes.

Retail agent and customer chat

Order, returns, delivery and product enquiry conversations.

Receipt and price tag OCR

Crumpled receipts, shelf labels and price tags with word boxes and key-value links.

Data security and compliance

The controls your risk team will ask about, before they ask.

GDPR
EU data subject rights and DPAs
CCPA
California consumer privacy
DPDP Act 2023
India data protection, in-region storage

Read the security policy

Retail & e-commerce questions

Can you capture in our stores?

Yes, with field agents under your access rules, or crowdsourced capture where store permission allows.

How do you keep up with catalogue churn?

A standing refresh batch on a cadence you set, priced per image rather than renegotiated each time.

Other industries

AR / VR

Hand tracking, gaze, spatial audio and gesture data for headsets.

Automotive

Perception, driver monitoring and in-car speech for ADAS and autonomy.

Banking & finance

KYC, document automation, fraud labelling and support analytics.

Healthcare

Medical imaging, clinical NLP and consultation transcription.

Power your retail & e-commerce AI with data you can audit.

Start with a pilot batch against your real guidelines. You accept it before anything scales.

Book an AI data strategy call See solutions