Technology7 min read
What Is RAG and Why It's the Most Important AI Technology for Businesses Today?
Understand Retrieval-Augmented Generation (RAG) and why it's essential for business accuracy and compliance.
Understanding RAG
Retrieval-Augmented Generation (RAG) combines the power of large language models with your company's specific data. Instead of relying solely on pre-trained knowledge, RAG systems retrieve relevant information from your databases before generating responses.
Why RAG Matters
- •Accuracy: Responses are grounded in your actual business data
- •Compliance: Easy to audit and verify information sources
- •Up-to-date: Always uses your latest data without retraining
Business Impact
Companies using RAG report 85% improvement in response accuracy and 40% reduction in customer service escalations.