When your organization struggles to adapt to changing markets, it may not be a capability issue. More often, it stems from an inability to let go of assumptions, metrics, and habits that no longer reflect reality. To stay competitive, you need to identify what your business should stop carrying forward. AI can help.
Audit the metrics you rely on. Outdated KPIs can quietly distort priorities and reinforce the wrong behaviors. Review whether your most visible performance metrics still connect to customer behavior, profitability, or strategic goals. Use AI tools to analyze operational and customer data at scale so you can identify which metrics no longer matter—and build an objective case for retiring them.
Eliminate contradictory messaging. Review sales materials, proposals, and internal communications for outdated language or conflicting narratives. AI can help detect inconsistencies across thousands of documents so you can simplify and align your messaging around current priorities.
Challenge assumptions about customers. Long-held beliefs about customer behavior may no longer be true. Deploy AI to compare internal assumptions against real behavioral and sentiment data to uncover gaps between what your organization believes and what customers actually do. |
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| by Graham Kenny and Ganna Pogrebna |
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by Graham Kenny and Ganna Pogrebna |
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by Khadijah Sharif-Drinkard |
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