Virtusa Ranked 15th Among Top 50 Consulting Firms by The Consulting Report - Learn more

Combating financial crime with Virtusa's intelligent analytics and AI/ML capabilities

 

 

 

 

 

Banks and financial institutions are increasingly under scrutiny for financial crime from governing authorities and regulatory bodies. Money laundering is one of the most common financial crimes committed globally. The Basel Institute on governance, a leading organization on global governance, assesses countries and the world's average risk level of money laundering and gives them scores from 0 to 10. Their latest report estimated the average global money laundering risk score at 5.25 from 5.30 in 2021. This drop, however, could be attributed to a slight improvement in Anti Money Laundering (AML) and Combating the Financing of Terrorism (CFT) systems and regulations by governments and financial institutions. Another reason is that criminals are looking at innovative methods such as cryptocurrency to avoid detection altogether.

 

 

The emergence of newer automated AML IT systems could help combat this globally, helping institutions stay AML compliant. Financial institutions and banks have continued to invest in automated AML technology to monitor transactions and conduct background checks. However, it has not yielded the expected results- the Basel AML report also suggests that the effectiveness of AML/CFT measures across all countries fell further in 2022, from its already low level of 30% last year to 29%. The average score required for technical compliance stands at 66% as of 2022, and the global average has fallen well short of it. These existing AML systems are additionally complex and inflexible, further affecting compliance and customer experience and increasing costs. Manual risk assessments, transaction monitoring systems' efficacy, and data quality are the most significant issues plaguing existing AML systems in the banking and finance industry. Advanced analytics and reliance on advanced AI/ML for automated AML systems could be the next big step in combating money laundering in financial institutions.

Virtus's intelligent analytics and AI/ML-based solutions to fight financial crime

Virtusa brings together tools, assets, and people in a unique combination that drives >30% efficiency and speed in delivering AML transformation.

Engineering tools

  • Smart Requirements- Template and checklists for AML-specific requirement gathering to reduce efforts by up to 25% and increase the accuracy of requirements
  • Guideline & best Practices- Regulatory guideline for red flags and threshold setting or scoring logic
  • Test Automation- 400 test scenarios automated to run regression

          Benefits

Precise requirements measured via RCI

Precise requirements measured via RCI

SDLC automation led to accelerated delivery

SDLC automation led to accelerated delivery

Industry assets

  • AI models for Transaction Monitoring – 30+ pre-trained AI/ML models, synthetic datasets with 10MM customers and 500MM transactions
  • Cloud-native middleware – prebuilt microservices, boilerplate code generators, legacy connectors to core product processors
  • Model Management Framework – for end users to calibrate the rules and thresholds

          Benefits

Domain-driven approach

Domain-driven approach

Spark innovation

Spark innovation

Proven models for various use cases 

Proven models for various use cases 

Enabled Teams

  • Training – hands-on training on Transaction Monitoring products
  • Experts in AML-CDD, EDD, SAM, WLF, and Trade Surveillance OOB packages for Actimize and Mantas platforms
  • Solution assembly sandbox – assembles digital solutions from the asset library

          Benefits

AML experts 

AML experts 

Agile execution

Agile execution

Improved team engagement

Improved team engagement

Virtusa's financial crime practice comprises the following

Transforming today's financial institutions into tomorrow's market leaders

We've worked with some of the world's largest financial institutions to implement cutting-edge, innovative solutions that have revolutionized how they do business.

US-based bank achieves 50% faster UAT by implementing a transaction monitoring system

The client had multiple transaction monitoring systems in different LoBs and regions, leading to higher maintenance and ops costs. Virtusa helped the bank consolidate multiple business unit hierarchies in one platform with varying rules by BU and multiple workflows for an alert type.

Business outcome:

  • 20% faster transaction monitoring implementation time 
  • 50% faster UAT

A large US regional bank combats AML risks with 90% optimized alerts efficiency

The bank's existing rule set was too complex, and maintenance was expensive due to business changes. Virtusa aided the client in the qualitative and quantitative tuning of current coverage and gap analysis for AML risks using a leverage risk-based approach.

Business outcome: 

  • ~100 accurate rule calibration and coverage
  • 90% optimized alerts efficiency

Tier 1 EU-based global bank achieves 30% cost savings during their AML transformation

We helped a tier 1 EU-based global bank with multiple systems in IB and Cap Markets with high operating costs and false positives of ~45000 by consolidating to an open-source AI-enabled platform and simplifying workflow to a single standard.

Business outcome:

  • 30% cost saving 
  • 50% faster development life cycle

Large Middle Eastern bank achieves a 40% reduction in RTB costs and increased productivity

A large Middle Eastern bank required technical and functional support for troubleshooting and needed to enhance their Actimize user experience for better productivity. Virtusa helped them with false positive alerts analysis and SAM solution/Model optimization, Minor development/enhancements/strategic fixes for SAM Batch Cycle, and troubleshooting for the SAM solution.

Business outcome:

  • 40% reduction in RTB costs 
  • Better productivity thanks to overall Actimize model/rule development/customizations flow

Find out what Virtusa can do for you

To speak to our expert, please get in touch with us.