AI in Enterprise Software: Practical Applications vs. Hype
Artificial intelligence is the most talked-about technology in enterprise software today. But separating genuine value from vendor hype is harder than it looks.
Where AI Actually Works
Intelligent document processing, predictive maintenance, anomaly detection, and customer service automation are areas where AI delivers measurable ROI today. The key is matching the right model to the right problem.
Where AI Fails
AI fails when deployed without clean training data, clear success metrics, or a human-in-the-loop escalation path. These are three things every AI project must get right before go-live.
