Over 40% of agentic AI projects face cancellation by 2027 due to poor problem selection. Companies like Ciena and IBM show where autonomous agents deliver real value. Here are the specific use cases that work and when to skip agents entirely.
Vanderbilt University research shows reusable prompt patterns deliver 340 percent higher ROI than building from scratch. Three core patterns cover customer service, data analysis, documentation, and seven more business functions
The zapier ai vs make comparison misses the real issue: with 85 percent of companies underestimating AI costs, neither platform was built for intelligent workflows, and the middleware tax will cost you more than building direct.