Custom AI Vision Intelligence for Real-World Business Operations

From passive surveillance to active intelligence

Most cameras only record. PaarvAI turns existing CCTV, NVR and VMS infrastructure into a real-time decision system — no rip and replace.

See. Understand. Predict. Act.

• See — Every camera and location connected into one intelligent pipeline.
• Understand — The scene is read in real time: people, objects, activity and context, not just pixels.
• Predict — Patterns and anomalies surface early, so risks are visible before they become incidents.
• Act — Alerts reach dashboards and phones in under a second.

Ten ways cameras become business intelligence

• Queue Monitoring (Retail) — Detects queue build-up and waiting versus serving status for faster response.
• Firearm & Threat Detection (Public Safety) — Detects firearm-related risk in live video and raises instant alerts.
• Loitering Detection (Banks & ATMs) — Tracks time spent in defined zones and triggers threshold alerts.
• Shelf Monitoring (Supermarkets) — Identifies full, low and empty shelf conditions for faster replenishment.
• Intrusion Detection (Warehouses) — Detects movement inside defined restricted zones.
• High-Value Asset Monitoring (Jewellery) — Monitors high-value assets and detects unusual activity.
• Patron Customer Recognition (Luxury Retail) — Recognizes enrolled Patron Customers and notifies the team.
• Operational Activity Insights (Retail Operations) — Measures floor activity and process flow objectively.
• SOP Monitoring (Retail Ops) — Supports visual checks for standard-operating-procedure adherence.
• Heatmap & Customer Journey — Visualizes movement, crowd density and engagement areas.

Industries PaarvAI serves

• Jewellery Retail — Protect high-value assets and secure every counter.
• Retail & Supermarkets — Queues, shelves, movement and customer flow, live.
• Warehouses & Logistics — Movement, safety, inventory and throughput visibility.
• Manufacturing & Factories — Safety, SOP compliance, quality and downtime awareness.
• Banks & ATMs — Branch, ATM and restricted-zone awareness around the clock.
• Corporate Offices — Access, occupancy and workplace visibility made simple.

The visual intelligence engine

• People Intelligence — Footfall counting and occupancy, queue build-up and dwell time, crowd density and movement.
• Object Intelligence — High-value asset and tray tracking, threat detection, vehicle and number-plate recognition, left-object alerts.
• Quality Intelligence — Visual defect detection, SOP and process compliance, packaging and labelling checks, line readiness signals.
• Operations Intelligence — Heatmaps and customer journeys, shelf and stock-level status, throughput analytics, multi-site comparisons.

A real enterprise monitoring console

Live counts, instant incidents, camera wall and analytics in one place — with alerts delivered to dashboards and mobile in real time.

Smart, flexible and cost-optimized architecture

A single signal travels from camera to decision — deploy any stage on edge, on-premise, cloud or hybrid: Camera / CCTV → NVR / DVR / VMS → PaarvAI Engine → Edge · On-Prem · Cloud → Dashboard → Alerts & Reports.

MAX Center — where vision models are built

PaarvAI models are custom-trained for your domain, your cameras and your processes, then deployed and tuned with your team.

Why PaarvAI

Customizable vision intelligence across industries, built on your existing camera infrastructure. Start with one use case, scale to enterprise.

PaarvAI offices

PaarvAI is powered by Madello.