Smarter Banking Video Analytics for ATMs & Branch Operations
How a Leading Indian Bank Transformed Its Security and Operations with AI-Powered Video Analytics — From Reactive Surveillance to Proactive Intelligence
Book a Free DemoExecutive Summary
In an era defined by accelerating digital transformation and an ever-evolving threat landscape, a leading Indian bank redefined its operational and security posture by implementing real-time banking video analytics. The initiative shifted the bank from a reactive, human-centric surveillance model to an automated, data-driven one — converting existing CCTV feeds into actionable intelligence across branches, ATMs, and vaults.
A Reliance on Reactive & Manual Processes
Before implementing Agrex.ai, the bank relied on manual processes and a reactive approach to problem-solving across hundreds of branches and ATMs.
Inconsistent SOP Adherence
Enforcing standard operating procedures like on-time opening and closing across hundreds of locations was manual and resource-intensive, with no verifiable audit trail.
Queue & Wait Time Issues
Branch managers lacked real-time visibility into customer queue lengths. Without data, they could not proactively deploy staff during rush periods.
Reactive Security Posture
Detection of threats like ATM tampering, loitering, or unauthorized vault access relied on human monitoring of hundreds of CCTV feeds.
Lack of Operational Visibility
Regional heads had no way to remotely verify branch cleanliness, opening timeliness, or security compliance across locations.
Proactive Banking Video Analytics by Agrex.ai
Agrex.ai offers a transformative banking video analytics platform that turns passive CCTV systems into a powerful source of real-time intelligence. Our camera-agnostic solution integrates with existing infrastructure for fast, cost-effective deployment.
Vault Access & Restricted Zone Alerts
The system instantly identifies unauthorized persons near the vault or in restricted areas, sending silent, immediate alerts to security personnel — enabling response before a situation can escalate.
Helmet & Mask Detection
AI is trained to identify individuals with faces obscured by a helmet or mask as they enter the bank or ATM lobby, sending an immediate alert to security personnel to prevent fraudulent or criminal activity.
Crowd & Queue Analytics
Cameras accurately count customers in queues and estimate wait times. When thresholds are exceeded, real-time alerts go to the branch manager's mobile device, allowing proactive staff deployment.
ATM Tampering Detection
Computer vision spots subtle physical signs of ATM tampering and provides real-time alerts for potential fraud, such as the placement of a skimming device or an unauthorized camera.
SOP & Operational Compliance
Automated enforcement of critical operational SOPs — detecting unattended teller stations, verifying staff uniform compliance, monitoring branch opening/closing times, and ensuring consistent service standards.
Suspicious Activity & Loitering
AI detects suspicious activities like extended loitering for non-transactional periods and the presence of unattended objects in ATM lobbies, enabling security teams to respond before threats escalate.
Core AIVIS Modules for Banking
| Module | Functionality |
|---|---|
| Vault & Restricted Zone Monitoring | Real-time alerts for unauthorized access to vaults, server rooms, and restricted areas |
| Helmet & Mask Detection | Identifies individuals concealing identity at branch or ATM entry points |
| ATM Tampering Detection | Computer vision detects skimming devices, unauthorized cameras, and physical tampering |
| Queue & Wait Time Analytics | Accurate customer counting with threshold-based alerts to branch managers |
| Branch Opening/Closing Compliance | Automated verification of on-time opening and closing across all locations |
| Suspicious Activity & Loitering | Detects extended non-transactional loitering and unattended objects in ATM lobbies |
| Staff Presence & Uniform Compliance | Monitors teller station staffing and verifies staff uniform/PPE adherence |
| Crowd & Occupancy Management | Real-time occupancy tracking with alerts when capacity thresholds are exceeded |
Real-World Impact
Sources: RBI Fraud Data FY25, ABA Banking Journal
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