Manu Gurudatha, PagerDuty

Guest author

Manu Gurudatha is senior director of software engineering at PagerDuty.

Future-proofing

Why 99% of companies fail at AI integration — and how to join the 1% that succeed

In boardrooms and breakrooms alike, AI is undoubtedly a core topic. Yet, future-proofing a business with AI means more than dabbling in chatbots or automating a few tasks – it requires making AI fluency a foundational skill across the organization. Nearly all companies are investing in AI, but according to McKinsey, only 1% of business leaders say their firms are truly AI-mature, fully integrating the technology into workflows.

Manu Gurudatha, PagerDuty