Production AI success: From gen AI promise to business impact
Red Hat, Thursday, August 21st, 2025
Generative AI (gen AI) has the potential to significantly improve customer engagement, reduce costs, and boost productivity. However, many enterprises struggle to move beyond initial experiments to widespread and scalable implementations.
This article examines 6 common obstacles to enterprise AI adoption-as highlighted in this Harvard Business Review report-and how Red Hat can help you overcome them.
1. Defining a strategic path and clear business value for AI
Many organizations initiate gen AI projects without a defined strategy or roadmap. This can lead to fragmented efforts that make it difficult to demonstrate a return on investment (ROI). A well-articulated strategy is crucial for successful adoption. You may also find your organization struggling to align AI solutions with specific, impactful business use cases. Demonstrating clear business value can often be a challenge.