The Enterprise RAG Challenge

On the lookout for the world's best AI chatbots

Connecting the brightest minds

Joining forces to create value for businesses

The Enterprise RAG Challenge establishes a platform where ideas, technologies, and talents come together—with a clear mission: to collaborate with AI experts worldwide in exploring diverse RAG approaches and identifying the best chatbots for businesses.

The Enterprise RAG Challenge by TIMETOACT GROUP Austria is more than just a competition—it’s a testament to our commitment to developing innovative AI solutions and pushing the boundaries of what AI can achieve.

Jörg Egretzberger CEO | TIMETOACT GROUP Österreich

How Our Clients Benefit from the Enterprise RAG Challenge

  • Technological Excellence

    The outcomes of the challenge provide us with valuable insights into how different RAG systems perform in complex scenarios. We leverage this knowledge to create solutions tailored precisely to your business challenges.

  • Practical Innovation

    The challenge’s real-world design tests technologies that can be applied directly in your business—whether for more efficient data analysis, optimized decision-making processes, or enhanced customer communication.

  • Advantage Through Knowledge

    By collaborating with diverse experts and talents, we enhance our offerings for you. The insights gained are directly integrated into our consulting and implementation projects, ensuring you benefit from the latest technological advancements.

  • Sustainable Competitive Advantage

    TIMETOACT GROUP Austria understands that our customers' success depends on their ability to innovate. That’s why we develop forward-thinking solutions that are not only technically impressive but also economically viable.

Would you like to participate in the Enterprise RAG Challenge?

Find more information about the process and registration here:

Register Now
Insights

These are the proud winners of the Enterprise RAG Challenge

Discover the winners of the Enterprise RAG Challenge! Explore top RAG solutions, watch the official announcement, and see how AI-driven retrieval and LLMs shaped the best-performing models.

Blog 10/4/24

Open-sourcing 4 solutions from the Enterprise RAG Challenge

Our RAG competition is a friendly challenge different AI Assistants competed in answering questions based on the annual reports of public companies.

Blog 3/11/25

Answering Business Questions with LLMs

8th place in Enterprise RAG Challenge 2025: Answering Business Questions with LLMs
Blog

Team-Leaderboard of the Enterprise RAG Challenge

The team-leaderboard includes all submitted entries – including those submitted after the Ground Truth was released. Therefore, we consider this ranking an unofficial overview.
Blog 5/17/24

8 tips for developing AI assistants

8 practical tips for implementing AI assistants
Blog 5/16/24

Common Mistakes in the Development of AI Assistants

We share how failures when implementing AI occurr and what can be learned from them for future projects: So that AI assistants can be implemented more successfully in the future!
Blog

How I Won the Enterprise RAG Challenge

In this article, Ilia Ris describes the approach that helped him achieve first place in both prize categories and the overall SotA leaderboard.
Blog 7/22/24

Let's build an Enterprise AI Assistant

Let’s take the basic principles of building AI assistants for a spin with a product case that we worked on: using AI to support enterprise sales pipeline.
Blog 1/13/21

My Workflows During the Quarantine

The current situation has deeply affected our daily lives. However, in retrospect, it had a surprisingly small impact on how we get work done at TIMETOACT GROUP Austria.

Blog 11/12/24

ChatGPT & Co: LLM Benchmarks for October

Find out which large language models outperformed in the October 2024 benchmarks. Stay informed on the latest AI developments and performance metrics.
Blog 12/4/24

ChatGPT & Co: LLM Benchmarks for November

Find out which large language models outperformed in the November 2024 benchmarks. Stay informed on the latest AI developments and performance metrics.
Blog 1/7/25

ChatGPT & Co: LLM Benchmarks for December

Find out which large language models outperformed in the December 2024 benchmarks. Stay informed on the latest AI developments and performance metrics.
Blog 10/1/24

ChatGPT & Co: LLM Benchmarks for September

Find out which large language models outperformed in the September 2024 benchmarks. Stay informed on the latest AI developments and performance metrics.
Blog 2/3/25

ChatGPT & Co: LLM Benchmarks for January

Find out which large language models outperformed in the January 2025 benchmarks. Stay informed on the latest AI developments and performance metrics.
Blog 11/10/23

Part 1: Data Analysis with ChatGPT

In this new blog series we will give you an overview of how to analyze and visualize data, create code manually and how to make ChatGPT work effectively. Part 1 deals with the following: In the data-driven era, businesses and organizations are constantly seeking ways to extract meaningful insights from their data. One powerful tool that can facilitate this process is ChatGPT, a state-of-the-art natural language processing model developed by OpenAI. In Part 1 pf this blog, we'll explore the proper usage of data analysis with ChatGPT and how it can help you make the most of your data.
Blog 7/22/24

So You are Building an AI Assistant?

So you are building an AI assistant for the business? This is a popular topic in the companies these days. Everybody seems to be doing that. While running AI Research in the last months, I have discovered that many companies in the USA and Europe are building some sort of AI assistant these days, mostly around enterprise workflow automation and knowledge bases. There are common patterns in how such projects work most of the time. So let me tell you a story...
Blog 4/16/24

The Intersection of AI and Voice Manipulation

The advent of Artificial Intelligence (AI) in text-to-speech (TTS) technologies has revolutionized the way we interact with written content. Natural Readers, standing at the forefront of this innovation, offers a comprehensive suite of features designed to cater to a broad spectrum of needs, from personal leisure to educational support and commercial use. As we delve into the capabilities of Natural Readers, it's crucial to explore both the advantages it brings to the table and the ethical considerations surrounding voice manipulation in TTS technologies.
Blog 10/31/23

5 Inconvenient Questions when hiring an AI company

This article discusses five questions you should ask when buying an AI. These questions are inconvenient for providers of AI products, but they are necessary to ensure that you are getting the best product for your needs. The article also discusses the importance of testing the AI system on your own data to see how it performs.
Blog

Celebrating Homai - Using AI for Good

Our colleague Aigiz Kunafin has achieved an outstanding milestone - importance of his side-project Homai was acknowledged by the “AI for Good” Initiative of United Nations.
Wissen 7/30/24

LLM-Benchmarks July 2024

This LLM Leaderboard from July 2024 helps to find the best Large Language Model for digital product development.