Large Language Models (LLMs) have burst into the world of document automation with force. But beyond the hype, what is their real impact?
Opportunities
- **Contextual understanding**: LLMs understand meaning, not just words - **Flexibility**: They can adapt to new document types without retraining - **Reasoning capabilities**: They can infer implicit information
Limitations
- **Hallucinations**: They can generate incorrect information with confidence - **Costs**: Processing large volumes can be expensive - **Latency**: They're not always suitable for real-time processing
Our Vision
LLMs are a powerful tool, but they must be integrated into broader systems with validation and quality control.