Generative AI – Implement

Try out different foundation models

The use of a specific foundation model offers various advantages and disadvantages around topics such as efficiency, data protection, costs. We test, evaluate and benchmark different foundation models for you to find optimal methods for your use cases.

• In a holistic analysis, we take into account the various dimensions of trustworthiness, resource efficiency, performance, data usage and other aspects, depending on the use case.
• If required, we will set up your own testing platform for you.

Customize and optimize foundation models

We work with you to create a customized solution that fits your needs. We work on the basis of existing, pre-trained foundation models by adapting them to your specific use case ("finetuning") or by training our own models for your use case.

Depending on your needs, we also extend existing solutions such as GPT or BARD:

• Prompt engineering to optimize model queries
• Supplementing and filtering model responses to ensure factual accuracy, secure voice output, and anonymization
• Finetuning of models, etc.

We take into consideration technical aspects, data pre-processing and quality, the nature of the task, and reliability requirements. Whether on-premises or in the cloud depends on your needs (data protection, available hardware, etc.).

We have already developed a variety of AI technologies and products (document analysis, image and speech recognition and processing, virtual assistants, chatbots, recommendation systems...) for different industries and application areas, which we can also link to Foundation models or large AI language models.

The search engine specifically for your enterprise data

We work with you to build a customized search engine for your enterprise to automate your digital processes, optimize your information flow, and support your decision making.

• The central element of your Enterprise AI is a large-scale AI language model especially customized for your company that can query and link your company's data and provide answers to questions.
• With the powerful capabilities of the models, the results can increase both your productivity and the level of automation in your business processes.