Driving Forensic Excellence: How Gen AI Accelerated Investigations by 60% and Reduced Risk by 45%

Client

The client is a global leader in assurance, consulting, strategy, and tax services, known for its focus on innovation and digital transformation. Within its Technology and Forensics divisions, the company leverages Artificial Intelligence (AI) to address complex regulatory and investigative challenges across industries.

Market Trends in Professional Services and Forensic Science

The professional services industry is experiencing rapid transformation, driven by stricter regulations and the growing volume of digital evidence. As cases of fraud, misconduct, and compliance breaches rise, organizations are under pressure to deliver timely, accurate, and defensible investigations. Manual, fragmented processes are no longer sufficient to meet these demands.

For forensic teams, the challenge goes beyond analyzing data; it’s about connecting complex narratives across multiple systems while ensuring consistency and compliance on a global scale. Delays or missed connections can erode trust, expose organizations to legal risks, and strain investigative teams. This reality set the stage for the client’s need to modernize its forensics practice with advanced, AI-driven solutions.

Business Challenges

The client’s forensics division needed to transform its investigative processes to keep pace with rising regulatory demands and increasingly complex cases. However, several challenges stood in the way:

• Manual Review Bottlenecks: Time-consuming, manual analysis of past allegations slowed investigations and increased the risk of errors.
• Data Fragmentation: Evidence was scattered across multiple formats and siloed systems, making it difficult to connect insights into a clear, defensible narrative.
• Contextual Gaps: Maintaining continuity across different investigation threads was challenging, often leading to missed connections and incomplete findings.
• Regulatory Pressures: Strict timelines required faster, more accurate legal and compliance reporting.
• Resource Strain: Repetitive manual tasks consumed expert bandwidth, diverting focus from high-value strategic analysis.
• Global Inconsistencies: Varying regional standards complicated cross-border case management.
• High Legal and Reputational Risk: Reliance on manual methods left the organization vulnerable to oversight and potential non-compliance.

LTM Solution

To overcome these operational bottlenecks, LTM collaborated with the client to design a domain-specific generative AI (gen AI) solution tailored for forensic investigations and legal compliance. The goal was to streamline complex, high-stakes investigations by addressing inefficiencies while empowering forensic teams to focus on strategy and decision-making.

The solution directly targeted key pain points:

• Intelligent Case Analysis

Gen AI-powered document intelligence rapidly identified relevant facts, misconduct patterns, and historical linkages, eliminating the need for slow, manual reviews.

• Contextual Continuity

Maintained a unified investigative narrative by preserving context across multiple case threads, reducing gaps and missed connections.

• Accelerated Evidence Review

Automated triage of diverse data sources, such as emails, contracts, and reports, quickly surfaced anomalies and red flags, shortening initial review cycles.

• Enhanced Legal Readiness

Generated litigation-ready documentation and timely compliance reports, ensuring defensible, regulator-approved outcomes.

• Standardized Global Practices

Delivered a secure, scalable AI framework that harmonized forensic processes across regions, minimizing dependency on manual expertise.

• Strategic Enablement

Freed up expert bandwidth by automating repetitive tasks, enabling professionals to focus on hypothesis testing, stakeholder engagement, and legal strategy.

Business benefits

By integrating gen AI into its forensic operations, the client achieved measurable improvements in speed, accuracy, and global consistency, directly addressing its most pressing challenges.

• Revenue Growth

Generated USD 50 million in fiscal year 2025 revenue by embedding gen AI into forensic workflows, strengthening client service delivery and expanding the legal and compliance portfolio.

• Operational Efficiency

Accelerated investigations by 60%, increasing case throughput and dramatically reducing time spent on manual reviews.

• Risk Reduction

Improved risk mitigation outcomes by 45%, enabling faster, data-driven legal recommendations while minimizing exposure to penalties and reputational damage.

• Global Scalability

Standardized forensic practices across markets, with a secure, AI-enabled framework, streamlining cross-border investigations and future-proofing compliance operations.