Implementing an assistant that connects only to your documents, what options?

In today’s digital world, fast and secure access to information has become a necessity for businesses of all sizes. Organizations are constantly seeking to improve their operational efficiency and their ability to access information smoothly and securely. One solution to meet this need is implementing a chat assistant. This automated communication tool allows businesses to access their documents, data, and knowledge bases at any time and from anywhere. But what options are available to set up such a system? In this article, we will explore different approaches, their advantages and disadvantages, as well as tips for choosing the best solution for your organization.

OpenAI Custom GPT

One possible solution is OpenAI’s custom GPT. This technology relies on advanced language models capable of understanding and generating text contextually. Its initial setup can cost between €2,000 and €5,000, with an additional monthly cost of €20 to €200 per creator. Free users can also access custom GPTs, but with strict limits (10 messages/5h). These rates make this solution accessible to businesses of different sizes, while offering them the opportunity to customize their assistant according to their specific needs.

The advantage of this approach lies in its rapid deployment and compliance with standards. OpenAI offers turnkey solutions that can be quickly integrated into a company’s existing infrastructure. However, it is important to note that OpenAI employees can access data for security monitoring reasons. This can pose privacy issues for some businesses, particularly those handling sensitive information. It is therefore crucial to assess your company’s comfort level with this constraint before choosing this option.

RAG Implementation

RAG, for Retrieval-Augmented Generation, is another option to consider. This implementation method costs between €20,000 and €75,000 for installation, with a monthly maintenance cost of €300 to €2,000. RAG combines information retrieval with text generation, which allows creating assistants capable of providing accurate answers based on internal documents.

The major advantage of this approach is that you have total control over your data - only your team has access to it. This means that sensitive information remains protected within your organization, which is often a priority for privacy-conscious businesses. It is therefore an ideal option for strong technical teams that want strict data control. However, setting up a RAG system requires advanced technical skills, which can represent a challenge for some businesses.

Microsoft Copilot Studio

Microsoft also offers a solution for implementing a chat assistant. The setup cost is between €15,000 and €35,000, with an additional monthly cost of €20 to €60 per user. Microsoft Copilot Studio integrates perfectly with the Microsoft ecosystem, offering a complete stack including Power Automate Flows, Dataverse Tables, and Agent Flows. These tools allow creating automated workflows that improve the efficiency of daily operations.

With Microsoft Copilot Studio, your data remains in the Microsoft ecosystem with enterprise encryption, which is ideal for businesses already on Microsoft 365. This ensures smooth integration with familiar tools such as Office and Teams, facilitating employee adoption. Additionally, using Microsoft’s secure environment helps protect your data against external threats.

Enterprise Platform

For medium-sized SMEs with IT governance budgets, an enterprise platform can be an interesting option. The installation cost is between €35,000 and €40,000, with a monthly cost of €1,000 to €5,000. These platforms offer a complete solution that can be adapted to each company’s specific needs.

In this configuration, data access is shared with the platform provider under enterprise agreements. These agreements ensure that the provider respects strict security standards to protect your data. However, it is crucial to understand the terms of these agreements well to ensure the confidentiality of shared information. Enterprise platforms often offer advanced features such as AI integration and process automation, which can help improve operational efficiency.

Secure Hybrid Configuration

Finally, a secure hybrid configuration can be a solution for those with sensitive data but who also want access to cutting-edge AI models. The installation cost is between €25,000 and €35,000, with a monthly cost of €700 to €2,000. This approach combines the best of both worlds: the security of sensitive data and access to advanced AI technologies.

With this configuration, OpenAI only receives encrypted queries, without having access to source documents. This protects your information while allowing your business to benefit from the capabilities of an advanced language model. This solution is ideal for businesses that must comply with strict data protection regulations, while wanting to leverage technological innovations.

Conclusion

There are therefore several options for implementing a chat assistant that connects only to your documents. Each solution has its advantages and disadvantages, and the choice will depend on your specific needs, your budget, and your comfort level with technology. It is essential to carefully evaluate available options, taking into account your company’s needs and security constraints.

Whatever option you choose, a chat assistant can greatly improve access to information and increase your company’s efficiency. By facilitating internal communication and access to knowledge, these tools can transform how your business operates daily. As technology continues to evolve, adopting a customized chat assistant could well be a wise investment for your organization’s future.