The Treasury Update Podcast by Strategic Treasurer

Episode 422

AI Limitations and Opportunities in Treasury (Valorean Technologies)

In this episode, Craig Jeffery and Arjun Krishnan discuss five key limitations of enterprise AI in treasury: data quality, pattern-based reasoning without true understanding, difficulty handling novel situations, variable outputs, and limited explainability. They also explore the opportunities and solutions behind these constraints, including AI-assisted data cleanup, anomaly detection, stronger controls, human oversight, and safer agent-based system design.

Enterprise AI for Treasury: A Guide to Agentic Implementation
AI: The Automation Spectrum and Examples in Treasury (Valorean Technologies) (2026)
Valorean Technologies

Host:

Craig Jeffery, Strategic Treasurer

Speaker:

Arjun Krishnan, Valorean Technologies

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Precision & Power: The Role of AI in the Modern Treasury This ebook provides treasury professionals with a foundational understanding of artificial intelligence and its practical implications for finance. Designed for those looking to engage with AI in practical ways that meaningfully and safely support business functions, this first installment in our series on AI offers clear explanations of key concepts and subtypes, including machine learning, generative AI, and agentic AI.

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AI: The Automation Spectrum and Examples in Treasury
In this episode, Craig Jeffery speaks with Arjun Krishnan of Valorean Technologies about the automation spectrum in treasury, moving from rules-based processing and analytics to AI assistance and autonomous agentic systems.

Listen to Episode