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Why Your AI And Machine Learning Strategy Needs A Solid Foundation

Sep 13, 2023 - forbes.com
The article emphasizes the importance of a strong data foundation for the successful implementation of AI and machine learning in organizations. Despite the potential of these technologies to enhance products and improve digital employee experience, only 55% of organizations have adopted AI, according to McKinsey. The author argues that organizations need a clear strategy for incorporating AI and machine learning, and high-quality, well-governed data to serve as the basis for impactful automation, greater efficiencies, and innovation.

The article also highlights the role of AI and machine learning in optimizing operations and fostering innovation once the data is in order. It suggests that these technologies can advance internal communications, boost personal productivity, and transform the digital workplace experience. However, these solutions are only possible with proper data hygiene from the start. The author concludes by urging organizations to evaluate their information management strategy to ensure it supports innovation with AI and machine learning.

Key takeaways:

  • A strong data foundation is crucial for the successful implementation of AI and machine learning in any organization.
  • High-quality, well-governed data can fuel powerful insights, deliver impactful recommendations, and provide comprehensive data protection.
  • AI and machine learning can optimize operations, boost personal productivity, and transform the digital workplace experience, but only with proper data hygiene from the start.
  • Employees should not be afraid to use AI and machine learning to uplevel their careers, as these technologies can increase productivity, efficiency, and lead to the learning of new skills.
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