Next-gen mall operations brain from Yellow Labs

Malls change constantly.
Your operations brain doesn't.

An AI-powered mall operations brain that helps shoppers find products faster while helping mall operators predict congestion, optimize promotions, and reduce facility downtime in real time.

The Complete Mall Intelligence Stack

Expose real-time data across shoppers, store managers, and property operators from a single backend.

Shopper Experience

Shopper Vector Search & Discovery

Allow shoppers to execute semantic queries across your directory. Search handles spell checks, multi-category tags, and proximity routing.

Search for: "comfy running shoes with red details"
Nike Air MaxLevel 2 • 20m
Adidas UltraboostLevel 1 • 45m
Tenant Management

CSV Catalog Onboarding & Validator

Allow tenant retailers to submit bulk CSV catalogs. Automate verification of product formats, invalid price points, and duplicate SKUs instantly.

catalog_upload.csvVALIDATED
Row format verified.
Price numeric fields parsed.
Spatial Intelligence

Congestion & Foot Traffic Analytics

Leverage camera sensors and Wi-Fi beacons to map heat flow. Target layout upgrades and security details based on real-time pedestrian volume.

CROWD STATUSLive
North Entrance PlazaHIGH DENSITY (90%)
Central Atrium EscalatorMODERATE (65%)
Food Court Sector CNORMAL (25%)
Facilities

Predictive Infrastructure & Maintenance

Track machine diagnostics in elevator belts, escalators, and building air quality systems. Dispatch warning orders when equipment shows thermal anomalies.

SENSOR_IDSTATUSMETRIC
Escalator_WingANOMINAL0.02 mm
Lift_Central_PlazaSERVICE_DUE1.25 mm

Built for Enterprise Integration

Power your smart-displays, customer mobile apps, and administrative consoles using our SDKs and REST APIs.

SDKs & Adapters

Integrate mall directories in under 10 lines of code with pre-built adapters for React, iOS (Swift), Android (Kotlin), and Web SDKs.

Next.js
React
iOS
Android
Node
Python

Tenant Inventory API

Flagship tenants can configure WebHooks or run automated scripts to sync their catalog updates directly with the mall database.

POST /api/v1/products/import
{
"store": “Shoe Outlet",
"csv": "product_id..."
}

Webhook Events

Trigger third-party applications or automate notifications to security teams or facility management dashboards.

crowd.congestion_alertTRIGGERED
facility.escalator_offlineDISPATCHED

Engineered for High-Frequency Spaces

Expose real-time data across shoppers, store managers, and property operators from a single dashboard.

98%

Search Completion

Successfully routed shoppers straight to relevant product SKUs.

15 min

Store Onboarding

Average catalog validator processing & indexing time.

35%

Downtime Reduction

Preventative repairs scheduled through real-time telemetry.

1.8x

Promotion CTR

Targeted discount codes delivered at optimal layouts.