Retail chains · Smart stores · Operations

AI Vision

Millisecond-level video stream analytics for multi-store operations — tracking traffic, demographics, queue times, and staff efficiency, powered by TATC's high-density GPU bare metal infrastructure.

Overview

AI Vision on TATC turns raw camera feeds into real-time operational intelligence. Purpose-built for retail chains, smart stores and operations teams that need low-latency inference, physical tenant isolation and regional data residency.

Run multi-stream video analytics (traffic, demographics, queue times, staff efficiency) across your entire store network on TATC's high-density GPU bare metal. Combine curated detection pipelines with any VLM from the TATC Token API for natural-language search across your footage.

Millisecond-level
Video analytics latency
Bare metal GPU
Deployment
Physically isolated
Tenancy
Regional / PDPA aligned
Data residency

What you get

Real-time video analytics

Multi-stream ingestion with GPU-accelerated inference — people, vehicles and object tracking at line rate across thousands of cameras.

Queue & traffic intelligence

Track footfall, dwell time, queue length and service throughput with audit-ready numbers your ops team can act on.

Vision-language hybrid

Query your video archive in plain language — powered by the TATC Token API's multi-modal foundation models.

Enterprise readiness

Physical tenant isolation, regional data residency and PDPA-aligned storage for sensitive footage.

Benefits

One platform for every store — no per-site infrastructure to manage
Millisecond-level video analytics on high-density GPU bare metal
Natural-language search over footage via the TATC Token API
Regional data residency and physical tenant isolation for compliance

Built on

TATC Bare Metal
TATC Token API (VLMs)
Triton Inference
RTSP / ONVIF
Object Store

Ready to Start Building?

Talk to our team about Token API access or dedicated bare-metal capacity — hosted in our regional data center.