News & Blog

Common Misconceptions about RAG and How NKKTech Addresses Them

News & Blog

 

RAG (Retrieval-Augmented Generation) combines intelligent search with generative AI, delivering highly accurate and transparent information. However, many Vietnamese businesses still hold misconceptions that prevent them from fully leveraging RAG’s potential.

1. Misconception: RAG is just an advanced search tool

  • Fact: RAG not only searches but also analyzes and synthesizes data from multiple sources, providing answers with citations.

2. Misconception: RAG completely replaces human staff

  • Fact: RAG supports humans in making faster, more accurate decisions rather than replacing them entirely.

3. Misconception: RAG is difficult and costly to implement

  • Fact: With NKKTech Global solutions, RAG can be integrated into existing infrastructure, optimized for cost, and deployed quickly.

4. Misconception: RAG is only for large corporations

  • Fact: RAG is also suitable for SMEs, reducing information search time by up to 80%.

As a pioneering AI Company in Vietnam, NKKTech Global has successfully implemented RAG across industries such as finance, manufacturing, healthcare, and retail.

Contact: contact@nkk.com.vn | Website: https://nkk.com.vn