
Nicole Costaldo - Senior Managing Director
In the world of AML, certain machine learning models can be extremely effective in predicting and detecting suspicious activity…before a vulnerability by a criminal can be exploited at scale.
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Global
REPORT
2026 Private Equity AI Radar


Turning data risk into resilience with secure, compliant and investigative technology solutions tailor-made for financial institutions.
When data risk threatens value, FTI Consulting delivers the governance, security and analytics needed to act decisively and defend outcomes.
Financial institutions operate under constant scrutiny from regulators, investors and clients with no margin of error for how data is managed, protected and used. We help them:
Safeguard sensitive information through robust governance frameworks, security controls and privacy programs
Meet complex regulatory demands with audit-ready data, clear reporting and defensible investigative records
Detect and prevent financial crime using advanced analytics, transaction monitoring and forensic technology
Deploy AI responsibly with governance that ensures transparency, compliance and operational fit
Turn data into actionable insight through custom dashboards, forensic analytics and investigative tools


In the world of AML, certain machine learning models can be extremely effective in predicting and detecting suspicious activity…before a vulnerability by a criminal can be exploited at scale.
Ensure financial, operational and transactional data is accurate, compliant and audit-ready with governance frameworks and integrated systems that support swift, informed decision-making.
Protect sensitive data, maintain market trust and align with complex and ever-changing global regulations with the aid of robust security strategies, monitoring capabilities and rapid incident response.
Design and implement AI, from strategy and vendor assessment to fraud detection, risk modeling and operational efficiency, using compliant frameworks that deliver trust and transparency.
Develop investigation-ready datasets for regulatory reviews, internal probes and litigation support. We integrate monitoring, anomaly detection and evidence management systems to withstand scrutiny from regulators and courts.
FTI Consulting is the first call for financial institutions facing high-stakes risk, performance issues, restructuring challenges and growth opportunities.
FTI Consulting brings together data scientists, engineers, technologists and financial experts who work alongside regulatory, legal and industry specialists. [JN7.1]Together, we deliver data and analytics solutions that strengthen compliance, support investigations, enhance risk management and create measurable value across financial services.













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