GENERATIVE AI-BASED ASSISTANTS

With prognostica, you can get your own specialized AI assistant, acting as your co-pilot in daily operations and delivering genuine added value!

Our growing team of specialized AI assistants

Reimagining Knowledge Management!

Quickly locate all internal documentation and receive accurate answers to all inquiries through a centralized chat interface.

Theda is familiar with all our internal documents and processes. Available to everyone in the prognostica chat, she assists with questions ranging from "How do I apply for leave?" to "How do I create an email signature?"

Your Benefits:

Easy and fast documentation retrieval: Centralized access to all internal documents, whether on drives, Wikis, PDFs, Word documents, or repositories.
Smooth onboarding for new team members: New colleagues can quickly familiarize themselves with our processes.
Efficient knowledge and experience transfer: Facilitates the seamless transfer of knowledge and experience.
Semantic search capability: Offers semantic search instead of keyword searches or complex navigation through content directories.

Methodology & Technology Highlights:

Source citation with link
Memory of dialogue history
Advanced retrieval-augmented generation (RAG) with LangChain and vector database
Integration with prognostica's internal RocketChat
Evaluation and validation mechanism for the correctness of the answer

Generative AI in Business

Since the introduction of ChatGPT in November 2022, generative AI has been rapidly finding its way into both our professional and personal lives.

What is Generative AI?

Generative AI is a form of artificial intelligence capable of creating new content and ideas—such as conversations, stories, images, videos, and music—in a manner similar to humans. A prominent example of this are Large Language Models (LLMs).

What are Large Language Models?

Large Language Models (LLMs) are advanced AI models trained to understand natural language and generate new texts, summaries, or responses. They form the algorithmic foundation for AI chatbots like Bard and ChatGPT. Their deep language comprehension and prowess in creating new texts hold enormous potential for various applications: chatbots that understand instructions and assist in business tasks, rapid summarization and categorization of lengthy reports, personalized customer communication in marketing, and quick retrieval of data and internal knowledge. LLMs are provided by major proprietary vendors such as OpenAI and Google. A positive development we have observed is that the open-source community has made significant strides over the past year, offering a growing number of freely available models that increasingly rival the quality of proprietary models. This trend is expected to accelerate.

Graphic asking how large language models work

Why Start with Generative AI Now?

Generative AI is here and will play a pivotal role in shaping our future! It is transforming the way we work, communicate, and make decisions. This trend will continue to gain momentum: Generative AI will increasingly permeate offices and factories, enhancing efficiency and productivity across various sectors, and democratizing access to data and knowledge. With user-friendly AI-based co-pilots, it provides immense support for everyday tasks. As a data science company, we believe generative AI will significantly enhance human-machine interaction and promote true data literacy within your organization. Now is the perfect time to begin your exploration, implement initial use cases, and assess your opportunities to position yourself early and secure competitive advantages.

Are You Using Generative AI in Your Business? If So, How?

Many companies are currently launching dedicated in-house ChatGPT deployments. This is a crucial first step as it enables initial GenAI experiments, sparking important creative thinking on how to utilize generative AI.

What is the Challenge?

There is little to no efficiency improvement because the use is often not integrated into the operational day-to-day business and sometimes cannot be integrated.

Screenshot of AI-based chatbot on SQL database

Specialized AI Assistants are the Solution!

Invest in specialized AI assistants that are firmly embedded in your operational processes! We consider the following points important:

Create tailored co-pilots with us that interact with your data, speak your language, and understand your processes.
These assistants not only converse with you but also undertake real tasks.
They are available where you need them in your daily business operations.
They comply with your internal policies and data security standards.
They are trustworthy, always reliable, and provide correct answers.
They disclose the sources used to generate responses, including links to source documents, allowing you to easily verify the answers or results if needed.
They give you full control and transparency over ongoing costs.

This structured approach ensures that generative AI becomes a valuable asset in your business, driving both innovation and operational excellence.

Your Ideal AI Assistant: How Do You Imagine It?

Build your own specialized co-pilots to add genuine value to your business. Get inspired by our exemplary AI assistants! Explore our AI assistants' profiles

What Do We Offer? Our GenAI Solutions:

We are your reliable partner in bringing your own AI assistant to life—from concept to operational integration into your processes.

Guidance through the buzzword jungle: We help you identify truly beneficial opportunities.
We develop suitable prototypes that make generative AI tangible. We work closely with you to meet your specific requirements, identify potential challenges, and devise appropriate solutions.
We assist in seamlessly integrating the AI solution into your operations.
We enable you and your team to maintain and further develop the solution independently. Of course, we are also available for long-term support if needed.

OpenAI or Open Source? Have the Best Model Hosted Appropriately.

We are flexible with various large language model providers. In addition to using OpenAI, we are experienced with open-source models, which offer significant advantages for internal AI assistants. These models can be deployed and hosted locally, ensuring that the most suitable model is used for each specific application. This often leads to a leaner, more cost-effective solution requiring less computing power. To ensure smooth operation, a robust MLOps and IT framework is essential, and you can rely on our expertise to build it.

Benefits:

Independence from a single provider
Full control over data, costs, and model versions
Secured intellectual property
Enhanced data security and GDPR compliance

What Are You Waiting For? Learn about our Quickstart Workshops on generative AI.

Who Benefits from Our Services?

Data and AI enthusiasts who are looking to enhance internal processes with specialized AI assistants.
Software providers who are eager to integrate generative AI into their products to gain a competitive edge and lead the market.
Data scientists and tech experts who are ready to partner with us and leverage our extensive knowledge and valuable experience in generative AI.

Your Advantages:

Data privacy and security through locally deployed open-source models
Independence from OpenAI
High degree of customization
Cost savings and higher ROI
Quick experimentation and deployment

Laptop with chat history to generate predictions using the future software

Events on 'Generative AI'

WertNetzWerke Roadshow | Lecture: ‘Generative AI - Rethinking Knowledge Management in Companies’ on May 7, 2024

Our Chief Data Scientist, Dr. Thomas Christ, will explore the concept of Generative AI during this roadshow, highlighting how large language models (LLMs) can be utilized to access company-specific knowledge sources more easily through chatbots. The focus will be on open-source solutions and how to meet unique, individual requirements.

We are pleased to provide you with the presentation slides. Click the following link and enter your email address in the form. You will then receive a link to download the slides. Download Presentation Slides Now!

Webinar on Generative AI in collaboration with Hubster.s on March 7, 2024

Dr. Thomas Christ and Tobias Dietz from HUBSTER.S GmbH will illustrate exciting use cases in production, demonstrating how generative AI methods can create a dynamic work environment. This webinar serves as an introduction to Generative AI, opening new possibilities to bridge knowledge gaps in companies using large language models and enabling truly modern knowledge management. Feel free to sign up for our Newsletter and join us for our next webinar.

Did you miss the live webinar on 07.03.2024? No problem! Watch the webinar about GenAI now!