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3 Ways to Start Your Intelligent Workflow Program

sourceThe Hacker News
calendar_todayFebruary 18, 2026
schedule2 min read
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EXECUTIVE SUMMARY

Unlocking AI's Potential: Overcoming Barriers in Intelligent Workflow Programs

Summary

The article discusses the challenges faced by security, IT, and engineering teams in implementing AI and automation tools effectively. It highlights that while many organizations are motivated to adopt AI to free up time for high-value work, a significant percentage of AI projects fail to reach production.

Key Points

  • 88% of AI proofs-of-concept do not make it to production.
  • 70% of workers view freeing time for high-value work as the main motivation for AI automation.
  • The article emphasizes the need for more than just investment in tools to achieve real impact.
  • Security, IT, and engineering teams are under pressure to accelerate outcomes and reduce operational drag.

Analysis

The article underscores a critical issue in the adoption of AI and automation technologies: the gap between potential and actual implementation. Despite the high motivation to use AI for efficiency, the failure rate of AI projects suggests a need for better strategies and frameworks to transition from concept to production. This highlights the importance of not only investing in technology but also in the processes and skills necessary to leverage it effectively.

Conclusion

IT professionals should focus on developing robust strategies to ensure AI projects move beyond the proof-of-concept stage. This involves investing in both the technology and the necessary skills and processes to support successful implementation.