Artificial intelligence deployment marks a critical transition point in organizational transformation. While significant investment occurs during planning, development, and testing phases, research shows the first 30 days after deployment reveal whether AI will deliver sustained value or become underutilized infrastructure. Studies highlight a significant gap between access and meaningful adoption. Researchers from the Wharton School note that purchasing AI tools and emplo