Insights & Trends

Insights & Trends

Insights & Trends

These steps are taken before you start working with RAG AI systems

These steps are taken before you start working with RAG AI systems

Thinking about building a RAG system? Discover the essential steps you need to take first – from data quality to prompt design – to achieve reliable and scalable AI answers.

Thinking about building a RAG system? Discover the essential steps you need to take first – from data quality to prompt design – to achieve reliable and scalable AI answers.

Joris Meijer - Co-founder, AI Lead

Joris Meijer

Co-founder, AI Lead

Using AI to help customers faster and better sounds appealing. Yet, many organizations get stuck as soon as they start with Retrieval-Augmented Generation (RAG). The secret lies in an approach that is both strategic and practical. These five steps will help you be AI-ready:

1. Understand your current search and support issues

Start by looking at where things are currently going wrong. Analyze how visitors use your website, how many questions are left unanswered, and what recurring issues your support team repeatedly encounters. This gives you insight into:

  • The number of customers dropping out due to poor search results

  • The most common questions and frustrations

  • Where visitors get stuck in the customer journey

This way, you quickly discover where AI can make the most difference.

2. Organize your knowledge sources

AI can only provide good answers if it has access to current, reliable, and structured information. Approach this step by step:

  • Gather all your content in one central place

  • Structure information logically and consistently

  • Remove outdated or duplicate documents

  • Keep sources up to date with periodic updates

The better your foundation, the smarter AI can work.

3. Define the purpose of your AI search function

Know in advance what you want to achieve. Do you want to lead customers to answers more quickly, relieve your support team, or increase conversions by rapidly directing visitors to the right page? A clear goal makes it easier to measure later if your AI is doing what you expect.

4. Start small and test

Instead of a full launch, start with a limited test. Choose a specific page, a subset of products, or a select group of users. Gather feedback, analyze how well AI performs, and adjust where necessary.

5. Continue to monitor and improve

AI is never finished. Keep an eye on the questions coming in, the quality of the answers, and how results are presented. Add new information and refine the content structure, so AI continues to evolve and provides increasingly relevant results.

Through this approach, Vragen.ai or a RAG AI system becomes not just an isolated experiment, but a sustainable investment in customer satisfaction and efficiency.

Deploying AI for better search functionality and customer service sounds great, but where do you start? Many companies want to use AI but get stuck because they don't know what steps are necessary to properly implement a Retrieval-Augmented Generation (RAG) AI.

To ensure that Vragen.ai truly makes an impact and helps customers find the right answers faster, follow these 5 essential steps:

Ready to take the step?

With this approach, you'll get the most out of Vragen.ai, a RAG AI solution that leads customers to the right answers faster and smarter. Curious how that works in your organization? Request a demo and experience it for yourself.

Ready for the next step?

Vragen.ai gives you control over the full RAG AI technology. From building knowledge to continuous improvement. Not a black box, but a platform that grows with your organization.

Request a demo

06-12150590

Ready for the next step?

Vragen.ai gives you control over the full RAG AI technology. From building knowledge to continuous improvement. Not a black box, but a platform that grows with your organization.

Request a demo

06-12150590

Ready for the next step?

Vragen.ai gives you control over the full RAG AI technology. From building knowledge to continuous improvement. Not a black box, but a platform that grows with your organization.

Request a demo

06-12150590