Industries - Banking & Finance

Financial institutions invest heavily in physical security infrastructure, yet the vast majority of camera footage serves only a forensic purpose, reviewed after incidents have already occurred. ATM skimming, branch robberies, vault procedure violations, and cash-in-transit vulnerabilities persist because existing camera systems lack real-time analytical intelligence. ConductVision's technology can transform passive surveillance networks into active security platforms, providing real-time alerts for suspicious behavior at ATMs, branch security anomalies, cash handling procedure verification, and vault access monitoring. The result can be a shift from reactive footage review to proactive threat detection.

Banking & Finance

The challenge

ATM networks face evolving skimming threats, shoulder surfing, and physical attacks that are difficult to detect from transaction data alone. Branch locations must balance an open, accessible customer environment with security against robbery and internal fraud. Cash handling and vault operations follow strict procedures, but compliance verification depends on manual supervision that cannot cover all shifts and locations consistently.

Our solution

ConductVision can process ATM camera feeds to detect skimming device installation, loitering, and shoulder surfing behavior in real time. Branch cameras can identify suspicious behavioral patterns and trigger silent alerts. Cash handling and vault operations can be monitored visually to verify procedural compliance, providing auditable records for internal controls.

Capabilities - AI detection for banking & finance

Purpose-built detection models that address the specific challenges of banking & finance.

  • People Detection. Real-time occupancy intelligence from any camera feed — available for deployment at any scale.
  • Behavioral Analytics. Loitering, aggression, crowd surges, and abandoned objects — anomaly detection grounded in behavioral science — available for deployment.
  • Intrusion & Perimeter Detection. Virtual fences, zone violations, and perimeter breach alerts — available for deployment across any secured boundary.
  • Crowd Analytics. Density estimation, flow analysis, and surge detection for any gathering — available for deployment at venue and city scale.

Use cases

How organizations in banking & finance are using ConductVision.

ATM Security and Skimming Detection

Cameras at ATM vestibules can detect device tampering, card skimmer installation attempts, shoulder surfing proximity, and forced transaction scenarios. Alerts can be routed to security operations centers with annotated video clips and ATM location identification for rapid response.

Branch Security Monitoring

Interior cameras can detect loitering near teller lines, concealment of identity, and behavioral patterns associated with robbery reconnaissance. During operating hours, real-time analytics can complement alarm systems by providing pre-incident situational awareness to security teams.

Cash Handling Procedure Verification

Cameras positioned at teller stations, cash counting rooms, and cash-in-transit loading bays can verify that dual-control procedures, counting protocols, and secure handoff sequences are followed correctly. Procedural deviations can be logged with timestamps for compliance reporting.

Vault and Safe Access Monitoring

Cameras at vault doors and safe deposit areas can verify authorized access, monitor dual-custody requirements, and detect after-hours entry attempts. Visual access logs can supplement electronic audit trails for regulatory examinations.

Branch Traffic and Service Analytics

Entry cameras can count customers by hour and day, measure wait times in queue, and track service completion rates at teller and advisor stations. Data can inform staffing models, branch layout optimization, and service level reporting for management review.

Exploring AI vision for banking & finance?

Tell us about your environment and challenges. We will show you exactly what our technology can detect and measure.

Integration ecosystem

ConductVision integrates with the tools and systems already used in banking & finance.

  • ATM Management Platforms
  • Access Control Systems (Lenel, Software House)
  • Alarm Monitoring Systems
  • Cash Management Platforms (Gunnebo, Loomis)
  • Branch Operations Management Systems

Ready to explore what AI vision can do for you?

Contact us

  • Headquarters
    ConductScience Inc.
    5250 Old Orchard Rd Suite 300
    Skokie, IL 60077
    +1 (847) 983-3672
  • Sales & Support
    info@conductscience.com
    Mon – Fri, 9 AM – 5 PM EST