GenAI Tool Development Design as a Shorthand for Managing Consulting Case Team Partnerships

GenAI Tool Development Design as a Shorthand for Managing Consulting Case Team Partnerships


This IDC Market Perspective explores the parallels between GenAI tool development and the dynamics of business consulting case thinking and execution. The premise was meant to suggest that understanding and applying GenAI design principles is a useful parallel for understanding and enhancing the management of client relationships and project outcomes. It introduces the importance of unbiased reinforcement learning from human feedback data analysis, and the application of methodologies like the Ladder of Inference to mitigate biases and assumptions, ultimately advocating for a balanced and informed approach to consulting and GenAI integration."Exploring GenAI in consulting mirrors case team dynamics, offering a fresh lens on navigating complexities and enhancing client partnerships." — Bill Latshaw, research director, Business Consulting Services, IDC

Please Note: Extended description available upon request.


Executive Snapshot
New Market Developments and Dynamics
Collaborating with Your Business Consulting Partner
Business Consulting Services Parallel to Reinforcement Learning from Human Feedback
A Useful Technique That Can Lead to Sycophancy
Testing Formulations
Level Setting
The Ladder of Inference
Advice for the Technology Supplier
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Related Research
Synopsis

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