Services
Services
The following overview shows where ProMetronics and their partners can accompany and support the entire process from feasibility analysis to fully integrated Industrial AI solution. The degree and intensity of collaboration is individually agreed upon. Our goal is always to provide our customers with a tailored, cost-effective, comprehensive, and efficient AI solution ‘Made in Germany’ while keeping interface complexity and supplier management as low as possible.
Overview of Services
AI Feasibility Analysis
Our feasibility analysis for Industrial AI solutions examines the technical, economic, and organizational feasibility of implementing AI technologies in industrial processes. It assesses whether an AI-based solution can meet a company’s specific requirements by evaluating the availability of relevant data, the necessary IT infrastructure, and integration into existing systems. Additionally, potential costs and expected benefits are analyzed to determine the ROI potential.
The result is a well-founded decision aid to determine if the implementation of the AI solution is realistic and profitable.
Data Collection: Capturing Relevant Operational Data
Sensors, machines, and other devices in the production environment continuously collect large amounts of data relevant to optimizing operational processes. This data includes machine data, production figures, quality metrics, and environmental conditions.
Through comprehensive collection of relevant data, you gain a detailed overview of all aspects of your operations. This lays the foundation for informed decisions and process optimization.
Data Storage and Adaptation: Structuring and Cleaning Data
The collected data is stored in a central data platform and prepared for further use. The data is structured, cleaned, and normalized to ensure its quality and consistency. If necessary, it is also supplemented with additional information from external sources.
The adaptation and cleaning of data ensures that only high-quality and relevant data is used for the next steps. This minimizes errors and ensures higher reliability of subsequent analyses.
Data Processing: Analysis and Pattern Recognition
Once the data is structured and cleaned, it is processed by special algorithms and analysis tools. These tools identify patterns and anomalies in the data that indicate inefficient processes, potential failures, or areas for improvement.
By early detection of patterns and anomalies, proactive measures can be taken to avoid problems and optimize processes. This leads to increased productivity and reduced downtime.
AI Model Usage and Training: Continuous Improvement
In this step, an AI model is developed and continuously trained with the collected and processed data. The model learns from the data and becomes increasingly precise and effective in predicting events and optimizing processes over time.
The AI model constantly adapts to new data and conditions, leading to increasingly accurate predictions and recommendations. You benefit from continuous improvement of operational processes and dynamic adaptation to changes.
Deployment of a Fully Integrated and Automated AI Solution: Optimization of the Entire Operation
In the final step, the AI solution is fully integrated into existing systems and processes. The AI automatically makes decisions and controls processes (in real-time). This optimizes production processes, minimizes downtime, and ensures product quality.
Through the fully integrated and automated AI solution, you achieve maximum efficiency and competitiveness. The AI works around the clock, makes data-driven decisions, and ensures consistently high quality of operational processes.
Integration of Industrial AI with Large Language Models
After optimizing the core functions from the shop floor with AI, additional textual operational data, documents, and catalog systems can be integrated into the workflow to enrich industrial data and technical operations with business data.
Through the integrated use of existing documentation and reference documents, a strong added value for user-friendliness, efficiency, and safety in production operations is created.
Documentation and Compliance
Recording of all used models, data sources, and modeling decisions according to specifications.
Ensuring that all data protection requirements are met, especially with regard to sensor data.
Training and Knowledge Transfer
Introduction to the use of the new solution and interpretation of different warnings and operating conditions.
Regular updates and training to keep knowledge up-to-date.
How We Work
At our company, the customer is at the center of every interaction. We understand that successful AI solutions are only created through close collaboration and a deep understanding of our customers’ specific challenges. For this reason, we follow a partnership approach based on trust, transparency, and continuous exchange.
1. Tailored Solutions Through Deep Understanding: Our first step is always to understand the individual needs and goals of our customers. Through intensive discussions and analysis of their challenges, we develop customized AI solutions that offer real added value and are tailored to their specific requirements.
2. Agile Collaboration and Continuous Improvement: We work in an agile environment and closely involve our customers in the development process. Regular feedback loops and transparent communication allow us to respond flexibly to changes and work together with the customer to create the best solution. This ensures that the end product not only meets but exceeds expectations.
3. Transparency and Trust: Responsibility and transparency are essential components of our work. We communicate openly about progress, potential challenges, and the impacts of our technologies. Our customers can rely on us to act ethically and meet the highest security and data protection standards.
4. Long-Term Partnerships: Our relationship with customers does not end with the implementation of a solution. We strive for long-term partnerships where we continue to support our customers even after project completion. With continuous support, regular updates, and joint identification of new optimization potential, we remain a reliable partner by their side.
5. Innovation Through Collaboration: Collaboration and customer focus are the foundation for us to create innovative and forward-thinking solutions. We value the knowledge and experience of our customers and work hand in hand to develop new technologies that advance their industries with combined forces.
Our way of working promotes a dynamic, open, and trusting collaboration that aims for mutual success and sustainable progress. We want our customers not only to benefit from our technology but also to become part of our innovation journey.
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