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A Practical Guide to Using AI to Identify Problems Worth Solving
Editorial   Open access

A Practical Guide to Using AI to Identify Problems Worth Solving

Suresh Chandran and Ranjan Dash
Innovation Leader
05 Aug 2026
Featured in Collection :   Drexel's Newest Publications
url
https://www.innovationleader.com/topics/articles-and-content-by-topic/scouting-trends-and-tech/using-ai-to-identify-problems-worth-solving/View
Published, Version of Record (VoR) Open Open Access (License Unspecified)

Abstract

Artificial Intelligence or Cybernetics Business, Management and Commerce
Most innovation programs fail before a prototype is built. They fail in the silence between strategy and execution, in the moment when a team decides what problem to solve. Research published in the Harvard Business Review, surveying over 100 top level executives across 17 countries, found that 85 percent agreed their organizations were fundamentally bad at diagnosing problems, with 87 percent acknowledging that this weakness carried serious financial costs.

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