Many factors come together simultaneously in the development and optimization of complex products:
raw materials, physical properties, process parameters, various application requirements, multiple target windows.
These interrelationships can often only be mastered through the many years of experience of individual experts. Traditional software cannot map this complexity – and neither can AI.
Typical challenges
Our solution
ai-predict integrates data, physico-chemical models and expert knowledge in a modular software platform.
Our Deep Knowledge Integration (DKI) approach creates AI twins that can analyze, predict and optimize complex relationships.
Our platform combines standard software with flexible customizability.
Thanks to a modular architecture, a wide variety of issues can be integrated – from data preparation and optimization algorithms to specialized physical models.
This creates fast, individual solutions within a scalable application:
Especially for specialty chemicals, but also far beyond!
quickly processed and analyzed
“AI-ready” after just a few days
implemented through flexible modules
PoC in less than 2 weeks
Real added value in less than 8 weeks
RoI in a few months
Expandable in functionality,
Area of application, complexity
Dr. Mathias Huck
Head of Sales
+49 170 3281 473
Questions relating to complex products can only be solved if the optimum is extracted from your data. AI is only the key and not the solution: our platform combines domain and expert knowledge with physics, chemistry and data science. Let’s raise the added value of your data to a new level together: We offer explainable solutions!
The question is answered in close cooperation: What challenges are you facing? What data is available? What solution does our platform offer? Processes are analyzed together, ideas are discussed and existing data is reviewed.
We prepare your data and bring it to the necessary level to achieve the solution objective: Data science plays a major role in correlating data from the most diverse sources and ensuring sufficient quality. The highly efficient and fast analysis reveals initial correlations or even challenging data areas.
We can now utilize the full power of our AI-based approach in our standard AI software: DKI.
Using the target definition, we create templates for AI pipelines based on existing modules and possible extensions, deep knowledge integration combines domain and expert knowledge with physics, chemistry and data science through AI.
You can now use these templates (AI pipelines) to generate AI models and calculate formulations. In an initial PoC, we demonstrate the potential and feasibility of our solution and also provide support for any necessary new data acquisition using the most efficient, AI-optimized DoE approaches. Thanks to our DKI, however, we can often also realize solutions with quantitatively and qualitatively challenging data.
An MVP, i.e. the rapid implementation of an added-value solution on our platform, is our first common goal. However, there is much more to a first successful implementation. On the one hand, we are continuously at your side to ensure that the AI software solution is always up to date and works optimally, but a lot of added value lies in the free scalability!
ai-predict combines the stability of an established software platform with the flexibility of individual solutions.
Your data, models and experience are integrated into specific analysis and optimization pipelines within the platform. This results in tailor-made solutions – without individual software development.
We work with you to decide which methods to use – from statistical methods and machine learning to physical models – based on your specific requirements.
You concentrate on your problem.
We provide the right technology.
With ai-predict, you always have full control over your data. Our solutions are designed so that your original data is abstracted and used in secure, user-owned databases. This means that they are exclusively available to you – just like all AI models and formulations. This guarantees maximum data security and confidentiality.
Our ai-predict platform creates customized AI pipelines that serve as a template for generating customer-specific models. No X-Learning is used and no third parties can access your data and models. This guarantees that your sensitive information remains protected at all times and is only used for the purposes you have specified.