If your AI initiatives aren't delivering the expected ROI, you're not alone. A recent study shows a sharp rise in companies abandoning AI projects. As an AI Consultant, I see many businesses struggling to unlock AI's full potential. The issue isn't a lack of technology; it's the *approach*. Here are 3 key takeaways to help you rethink your strategy: 1. Beyond the Buzz: Don't get lost in LLMs alone. True business impact comes from integrating AI with existing technologies. Consider the broader landscape, including Machine Learning, Computer Vision and Robotics. 2. Skills and Integration: Building and running complex AI solutions requires specialized expertise and seamless integration with current systems. Architectural design is essential. 3. Focus on Business Outcomes: Focus on high-impact business challenges. LLMs can generate advertising copy, but when combined with ML-driven test-and-learn approaches, personalization is scaled effectively. Ready to avoid common pitfalls and drive tangible results? Let's talk.