Exploring Agentic Operations and AI Decision Making

AI Impact Newsletter Overview

Each week, the AI Impact newsletter discusses how business leaders are deriving genuine value from artificial intelligence (AI). One key insight from Balkrishan ‘BK’ Kalra, President and CEO of Genpact, highlights the importance of understanding finance, procurement, and supply chain processes, as these become critical when AI begins to take over execution tasks. Genpact emphasizes the need for ‘agentic operations,’ redesigning processes to enable AI to execute tasks while humans monitor outcomes.

Challenges in AI Integration

Research conducted with Genpact and HFS Research indicates that organizations encounter significant challenges when integrating AI. A noteworthy finding is that 85% of leaders face technology, data, process, and talent debts that limit AI’s value. Furthermore, 51% lack a clear plan to address these issues, highlighting the necessity of established and measured programs.

Exploring Explainable AI

FICO’s Nikhil Behl emphasizes the importance of maintaining transparency in AI decision-making processes. Existing infrastructure must connect data, models, and business decisions, preserving how decisions are made for explainability. Behl underscores the need for a ‘decision layer’ in AI systems to ensure output is traceable and understandable, thereby avoiding business liabilities in regulated industries.

An undocumented input leads to an indefensible output – Nikhil Behl

AI decisions need to be supported by strong governance. Companies are urged to track model behavior, ensuring human oversight in high-stakes decision areas like credit and risk.

AI Transformation Webinars

Upcoming webinars aim to address AI transformation in legacy industries and examine the next phase of enterprise automation. Notable sessions include discussions on ‘Overcoming Barriers to AI Transformation in Legacy Industries’ and ‘The Inflection Point: How Agentic Operations Compound Enterprise Value.’

Real-World AI Application

In practical AI use cases, Ivo, a company specializing in contract-review AI, compared its tool against a general-purpose AI and a lawyer’s performance. The test demonstrated Ivo’s efficiency in contract review speed, prompting reflections on how AI can complement legal work without compromising precision.

On the Move

Recent key executive moves in AI include Arijit ‘AJ’ Saha joining AIA Contract Documents as Chief Technology Officer, and Mark Sieglock being appointed Chief Product Officer at Apollo.

Engage with AI Insights

Sharing anecdotes about AI’s unexpected uses, such as personal roasts generated by AI tools, highlights the innovative and sometimes entertaining ways AI is being utilized.

For more insights, subscribe to the AI Impact newsletter.