Artificial intelligence (AI) is changing how healthcare and drug companies use real-world patient data. But simply using AI isn’t enough—it needs to be easy to use, follow the rules, and give clear answers. Here’s what to look for in AI tools for healthcare: 1. **Easy to Use and Works with All Data**: AI tools should work smoothly with different types of patient data, like medical records or lab results. They should also follow healthcare rules to keep data safe. 2. **Clear and Transparent**: AI should explain how it makes decisions, especially when those decisions affect patient care or drug development. 3. **Accurate and Flexible**: AI should give consistent, reliable answers while still being adaptable for different research needs. 4. **Backed by Experts**: AI works best when combined with human expertise. The best tools have experts available to guide users. AI is a powerful tool, but it’s most useful when it’s easy to use, follows the rules, and is supported by real experts. This helps doctors and drug companies make better decisions for patients.