AI in the Industry

Artificial Intelligence (AI) has transitioned from a visionary research field to an indispensable tool for engineers. In digital engineering, AI is opening up groundbreaking possibilities - from the intelligent optimization of complex designs to solving multiphysics challenges. AI empowers engineers to work faster, more precisely, and efficiently, becoming a crucial driver of innovation and competitiveness.

Innovation Meets Efficiency 

Challenges such as analyzing vast amounts of data and selecting optimal parameters are part of everyday product development. This is where AI demonstrates its strengths: processing data at incredible speed, recognizing patterns, and delivering accurate predictions. Simulations that used to take days can now be completed in minutes, thanks to AI. This acceleration significantly shortens development cycles. 

AI goes even further by providing insights unattainable with traditional methods. One example is gene therapy, where transfection - the targeted insertion of DNA or RNA into cells - is a critical process. Given the complexity and susceptibility to errors, APC relies on a model- and simulation-based workflow to optimize this procedure. Using AI-driven Design of Experiments (DoE), APC accurately identified critical process parameters and gained groundbreaking insights that traditional experiments would have overlooked. 

Practical Solutions 

We focus on practical applications that deliver measurable results for your digital engineering efforts. From developing innovative products to optimizing production processes, AI is becoming the key to sustainable success. 

Whether you are an established company with an extensive simulation infrastructure or just getting started with simulation, the key to success lies in identifying the right use cases and implementing technologies that provide real value. We support you in fully harnessing the benefits of AI.