Quantifind Could Save Banks $177.9M Annually

PALO ALTO, Calif., Feb. 11, 2026 /PRNewswire/ -- Quantifind, the leader in AI-driven financial crime risk intelligence, today announced the results of a new independent economic study conducted by Celent, which found that Tier 1 banks deploying Quantifind's Graphyte platform could unlock up to $177.9 million in annual cost savings across Know Your Customer (KYC) and sanctions screening alone.

According to the Celent analysis, these savings are driven primarily by dramatic reductions in false positives, which continue to plague traditional screening systems and force banks to maintain large, costly analyst teams. Celent estimates that Quantifind's AI-powered screening analytics can reduce alert volumes by 80–90%, allowing compliance teams to focus on genuinely high-risk activity while maintaining regulatory rigor.

Quantifying the Impact of AI-Driven Compliance

Celent's study evaluated real-world Quantifind client deployments and applied Celent's proprietary cost models to estimate potential savings across bank tiers:

• Tier 1 banks: Up to $177.9M in annual savings
• Tier 2 banks: Approximately $42.5M in annual savings
• Tier 3 banks: Approximately $3.4M in annual savings

The analysis focused on KYC and sanctions screening but noted that additional efficiencies could be achieved by extending Quantifind's platform to transaction monitoring, investigations, third-party risk management, and large-scale lookbacks.

Beyond cost reduction, Celent highlighted Quantifind's ability to enable continuous monitoring (perpetual KYC), long considered impractical due to the high cost of adverse media screening. With significantly lower false positive rates and high-speed analytics, Quantifind makes continuous risk monitoring feasible even in large banking environments.

A New Operating Model for Compliance

"Compliance teams are being asked to do more than ever, with greater scrutiny and fewer resources," said Graham Bailey, COO of Quantifind. "This study validates what our customers are already experiencing: AI doesn't just improve accuracy, it fundamentally changes what's possible. By eliminating low-value alerts, banks can reinvest time and talent into higher-impact investigations, proactive risk management, and regulatory readiness."

Bailey added, "This isn't about cutting corners. It's about giving compliance leaders the intelligence they need, at the speed and scale the modern risk environment demands."

Looking Ahead: Agentic AI for Compliance

Celent's report also notes Quantifind's planned expansion of the Graphyte platform with agentic AI capabilities, designed to automate discrete analyst tasks with autonomous decisioning for low-risk, high-volume tasks across KYC, Sanctions, and Investigations. If delivered with appropriate governance and auditability, these capabilities could further extend efficiency gains beyond alert reduction alone.