Spatial AI for Retail Operations

Retail Planogram Compliance & Spatial Commerce

Align shelves, bays and SKUs to reality for automated planogram compliance, faster BOPIS and precise AR promos—at full store scale, even with crowded aisles.
Request For Demo
Get Started
Store-Scale Mapping
Whole-store anchors with bay/shelf semantics.
Low-Drift Relocalization
Stable poses in dynamic, high-traffic aisles.
Planogram-Ready
Works with XML/CSV planograms, PIM, POS and ESL.
On-Prem Privacy
Keep sensitive retail data local when required.
What is “Retail Planogram Compliance & Spatial Commerce”?
A VPS-anchored in-store layer that ties SKU detections and tasks to exact bays and shelves. Associates run faster audits and BOPIS routes; shoppers (optionally) see precisely aligned AR offers. Results are grounded to spatial truth, turning insights into consistent execution.
Contact Us
Benefits & Measurable Impact
Faster Audits
Automate planogram checks and reduce manual walk-time.
Fewer Stockouts
Run SKU recognition and gap checks grounded to each bay; trigger tasks.
Quicker BOPIS & Accurate Promos
AR routes for BOPIS and precise promo placement; track audit time, OOS and pick speed.

Who it’s for

Built for high-volume retailers that need truthful shelves and efficient store execution.
Grocery
Convenience
Pharmacy
Big-Box
DIY/Hardware
Specialty Retail
How it works
Import & Capture
Load planograms and capture store geometry; define bay/shelf anchors.
Align & Audit
Run SKU recognition and gap checks grounded to each bay; trigger tasks.
Guide & Measure
AR routes for BOPIS and precise promo placement; track audit time, OOS and pick speed.
Frequently asked questions
Do we need special shelf hardware?

No. MultiSet works with your existing planograms, PIM and ESLs; CV/SKU recognition can run on device or edge.

How do stores handle resets and remodels?

Quick recaps and delta updates keep anchors current as layouts change.

What devices are supported?

iOS/Android mobile, Unity, WebXR and compatible head-worn devices.

Does it protect shopper data?

Yes—on-prem/VPC options; only operational metrics are collected by default.

Can shoppers use AR without an app?

Lightweight WebXR and QR entry points are supported when desired.

Request a Demo

→

Start Building

→
Pages
HomePricingBlogGet In TouchPivacy Policy
Platform
VPSObject Tracking3D Mapping
Developers
TechnologyDocumentationVuforia AlternativeASA AlternativeStatusCommunity
contact us
28 Geary Street
STE 650 Suite #371,
San Francisco,
California 94108, USA
Follow us
© 2026 Multiset AI
All rights reserved
Terms of use
·
Privacy Policy