Vericent Insights

Latest insights, research, and thought leadership

Cutting Tier-1 Alert Fatigue: How Multi-LLM AI Slashes Investigation Times by Up to 75%

Cutting Tier-1 Alert Fatigue: How Multi-LLM AI Slashes Investigation Times by Up to 75%

AML false positives exceed 90%, creating chronic investigator burnout. See how Multi-LLM AI slashes triage cycles by 75% while keeping audit-ready compliance.
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Continuous SMR vs Batch AML: AUSTRAC Compliance Guide

Continuous SMR vs Batch AML: AUSTRAC Compliance Guide

AUSTRAC's AML reforms penalise late SMR filings. See why static batch monitoring fails 24h/3-day statutory rules and how continuous behavioural AI complies.
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PayID & NPP Mule Networks: Stopping Real-Time Credit-Push Fraud Before Funds Disperse

PayID & NPP Mule Networks: Stopping Real-Time Credit-Push Fraud Before Funds Disperse

NPP payments clear in 15 seconds, making money mule dispersion near-instant. See how banks detect multi-hop PayID mule networks before funds exit.
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Trade-Based Money Laundering: The Open-Account Blind Spot Banks Must Close

Trade-Based Money Laundering: The Open-Account Blind Spot Banks Must Close

Australia and the UAE are sharpening enforcement on trade-based money laundering. Discover why open-account trade creates blind spots and how AI helps.
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Australia's Scams Prevention Framework: What 'Reasonable Steps' Now Means for Banks

Australia's Scams Prevention Framework: What 'Reasonable Steps' Now Means for Banks

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Money Mule Networks: Why Network-Level Detection Is the Next Line of Defense

Money Mule Networks: Why Network-Level Detection Is the Next Line of Defense

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Account Takeover Fraud in 2026: Why Real-Time Payments Demand Real-Time Defense

Account Takeover Fraud in 2026: Why Real-Time Payments Demand Real-Time Defense

FBI and Nacha data show account takeover fraud accelerating on credit-push payment rails in 2026. See why point-in-time checks fail and what real-time behavioural defense looks like.
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Synthetic Identity Fraud in 2026: Why It's Now the Costliest Threat at Onboarding

Synthetic Identity Fraud in 2026: Why It's Now the Costliest Threat at Onboarding

FinCEN's own 2024–2026 alerts show synthetic identity fraud accelerating fast. See why onboarding is the new battleground, and how continuous behavioral monitoring closes the gap.
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Agentic AI Fraud: How Enterprises Can Defend Against Automated Attacks in 2026

Agentic AI Fraud: How Enterprises Can Defend Against Automated Attacks in 2026

Agentic AI is changing how fraud attacks are built and run. See why enterprises need continuous, behavioural, real-time defenses in 2026 and how to get there.
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Mule Account Detection 2026: How AI Finds What Monitoring Misses

Mule Account Detection 2026: How AI Finds What Monitoring Misses

Money mule cases rose 69% in H1 2026. AI detects mule networks at onboarding and beyond, here is what the FCA found, and what the detection gap is costing institutions.
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