Internal Controls to Prevent Fraud

Monitor, detect, and investigate suspicious employee activity 10x faster, while maintaining privacy and trust.

Book a demo

Key benefits

85% fewer false positives

Risk scoring tailored to your operating model prioritizes the highest-risk activity, dramatically reducing noise and investigative overhead.

10× faster investigations

AI-built case files automatically correlate transactions and sensitive assets, enabling faster triage, investigation, and case resolution.

Prevent risk before it escalates

Shift from reactive alerts to prevention-led internal controls with continuous monitoring that identifies risk early and reduces downstream impact.

Privacy-First by Design

Monitoring is limited to financial activity and sensitive data only, ensuring proportionate oversight that protects employee privacy while strengthening internal controls.

Why Traditional Internal Controls Fail to Prevent Fraud

Internal fraud is harder to detect — and more damaging when it goes unnoticed.

  • 19% of all occupational fraud cases occur in banking and financial services (highest of any sector)
  • $1.5M+ average loss per case
  • 8 months median time before internal fraud is detected

Traditional internal controls rely on static rules, manual reviews, and periodic audits. This approach:

  • Generates excessive false positives
  • Misses early behavioral warning signs
  • Detects fraud too late — after damage is done

A continuous, intelligence-led approach is required.

Strengthening Internal Controls with Continuous Fraud Monitoring

Strengthen internal controls with continuous, AI-driven monitoring.

  • Detect suspicious employee and customer behavior without rigid rules
  • Uncover emerging fraud patterns through behavioral analytics
  • Reduce noise with smart alert aggregation and risk-based prioritization
  • Accelerate investigations with intuitive dashboards and case workflows
  • Adapt continuously to new risks with minimal manual effort

The result: earlier detection, fewer false positives, and always-on internal fraud protection, without disrupting governance or internal trust.

Internal Fraud Scenarios Covered

group_search
Employee collusion
request_page
Financial statement fraud
gpp_bad
Four-eyes breach
gpp_maybe
Internal-external collusion
local_atm
Check and Payment Tampering

Core capabilities

Privacy-Aware Continuous Monitoring

  • Monitor only financial and sensitive data activity to ensure proportionate oversight

  • Preserve employee privacy and organizational trust while strengthening internal controls

  • Enable continuous monitoring with full transparency and audit readiness

AI-Driven Risk Detection & Prioritization

  • Detect known and emerging internal fraud patterns without rigid rules or predefined scenarios

  • Apply behavioral analytics and adaptive risk scoring tailored to your operating model

  • Automatically prioritize alerts by risk actor and impact to reduce false positives

Accelerated Investigation & Case Management

  • Automatically build AI-powered case files across transactions and sensitive assets

  • Group related activity by risk actor to speed triage and investigations

  • Manage the full investigation lifecycle — from detection to case closure — in one auditable system

Related Resources

Curious to see our solutions?

Curious to see our solutions?

    Vyntra uses your personal information to manage your account and provide services, and with your consent, to send updates on products and services of interest via your preferred contact method.