Since December 2022, we at Squirro have been pioneering retrieval augmented generation (RAG) to empower enterprises across various industries. This article consolidates all our expertise and practical insights to guide: understanding, implementing, and leveraging RAG within your organization.
Why You Need Retrieval Augmented Generation in 2025
As we navigate through 2025, the essential role of RAG technology becomes increasingly evident. The capability of RAG to inject any internal or external knowledge base that you determine necessary, significantly enhances decision-making. This is also done by providing comprehensive, contextually relevant information, distinguishing it from LLMs and making the RAG technology particularly adapted to enterprise environments.
(For an introduction to RAG and its capabilities in enterprise settings, check our our dedicated white paper: Discover why you need Retrieval Augmented Generation in 2025))
Practical Applications of RAG
Beyond theoretical advantages, RAG's strength lies in its practical, real-world applications.From boosting customer support to revolutionizing market insights, and knowledge management, possibilities are extensive and diverse.
- Four short video demos showing all the potential of RAG to resonate quickly with the potential in your enterprise : Explore four practical enterprise-level applications of RAG
- Customer support is set to benefit significantly from RAG, from co-pilot assistance to full automation: How to empower your customer support organization with Retrieval Augmented Generation
Why RAG Is Suited to the Enterprise Context, Even for Highly Regulated Companies
Retrieval Augmented Generation (RAG) can help regulated companies leverage absolute control over their own data, without third-party data control. RAG as an enabler for enterprise GenAI.
- A stack specially designed for highly regulated markets: Mixtral-8x7B-Instruct & Squirro’s RAG Technology for Your Enterprise
Testing and Implementing RAG in Your Enterprise
Embarking on the RAG technology journey is a step towards innovation, and we're here to support you from initial testing to comprehensive implementation.
