Critical Perspectives: AI in Finance & Treasury

In our latest Use Case and Vendor Spotlight Report, we explore how AI and data analytics are being deployed within Finance and Treasury processes of relevance to financial institutions. The research, covering activity from January 2024 to March 2025, analyses real-world developments, market shifts, and emerging trends.

From Automation to Intelligence: Key Trends to Watch

We identified three tiers of AI trends:

Prime Trends (Widespread Adoption)

These are mature, enterprise-grade solutions now common across the industry:

• Workflow Automation and Intelligent Document Processing (IDP): AI is streamlining core tasks like invoice extraction, financial close, and document classification. IDP — combining OCR and machine learning — is delivering enterprise-wide efficiency gains.
• Virtual Assistants: Conversational interfaces are reducing the barriers to accessing financial data and triggering workflows, making financial systems more user-friendly.

Rising Trends (Gaining Momentum)

These are fast becoming mainstream:

• Anomaly Detection and Controls Assurance: AI is being embedded in reconciliations and audits to detect inconsistencies, reduce risk, and ensure regulatory compliance.
• Generative AI for Narrative Support: Used to draft reports, audit notes, and support natural language queries, generative AI is being adopted for high-value tasks.
• Agentic AI for Process Orchestration: AI agents are managing entire processes — from journal entries to audits — ushering in a shift from task-based to autonomous operations.

Frontier Trends (Innovative, Early-Stage)

These hold transformational potential:

• Cognitive and Graph AI: Advanced methods like unstructured data search and graph analytics are enhancing audit and risk insight.
• Predictive Treasury Planning: Machine learning is powering smarter forecasting and liquidity planning — turning Treasury into a strategic decision-making hub.

A Shift in Role and Strategy

What’s clear is this: Finance and Treasury teams are moving from reactive reporting to proactive intelligence. AI is enabling CFOs and treasurers to play a more strategic role in risk management, capital planning, and institutional agility.

Crucially, adoption is no longer limited to the largest global banks — institutions of all sizes are implementing AI solutions, signalling a broad market transformation.

The full report is available to subscribers here: https://distinctiveinsights.ai/product/ai-in-finance-treasury-spotlight-report/