KPI and Sales Forecasting
Make decisions based on reliable forecasts of your sales and other KPIs such as costs, liquidity or EBIT.
AI in Manufacturing
AI in Manufacturing
We support companies in the Manufacturing industry in effectively leveraging AI and data science to improve products and services, optimize processes, and identify new business models.
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Your Experts for AI in Manufacturing
How AI in Manufacturing drives automation and efficiency
Just as the introduction of the steam engine revolutionized industrial production over a century ago, today it is data and algorithms that propel Manufacturing companies forward - marking the era of Industry 4.0 powered by Artificial Intelligence. If your company is not yet using AI in Manufacturing, you are not unlocking your full potential.
By using AI-driven Manufacturing systems and collecting data during the production of goods, Manufacturing processes can be monitored, controlled, and optimized. Machine learning models detect maintenance needs before failures occur or automatically identify quality deviations in your own production or incoming supplier batches.
The application of Artificial Intelligence in Manufacturing brings numerous advantages. Now is the time to put them to use - before competitors gain the edge. Shape the future of your production with us and adopt AI in Manufacturing: through our AI consulting services, we work with you to develop intelligent strategies that automate workflows, reduce costs, and drive innovation - making your company fully ready for Industry 4.0.
Use Cases for Data Science and AI in Manufacturing
Predictive Maintenance
Use data science in Manufacturing to detect defects and maintenance needs early - preventing machine or vehicle downtime.
Supply Chain Management
Optimize your order, inventory, and production management based on demand and supply forecasts.
Quality Control
Monitor and optimize product quality using data and Artificial Intelligence in Manufacturing.
Optimize Production
Use AI for more process transparency, higher capacity utilization and reduced material requirements.
Anomaly Detection
Automatically detect patterns and anomalies in the process and machine data of your production lines.
Customer Churn
Use AI in Manufacturing to identify customers at risk of leaving and take proactive countermeasures.
Digital Assistants
Equip your employees with intelligent assistants that provide better information and support more efficient work.
Artificial Intelligence & Manufacturing: From Quality Management to Predictive Maintenance
AI in Manufacturing plays an increasingly important role - and will become even more significant in the future. You can use AI-driven systems for quality control, detect deviations early through AI-based anomaly detection, and take preventive measures. This improves product quality and reduces scrap rates.
Predictive maintenance powered by AI analyzes IoT sensor data to predict potential failures and enable proactive maintenance. You can also automate repetitive and time-consuming tasks, resulting in significant time savings.
Industry 4.0 technologies allow manufacturers to react more quickly to market changes and adapt to new requirements - supported by tools such as a customer analytics suite.
AI in Manufacturing supports you across many different areas:
- In production, AI delivers more precise and efficient processes.
- In logistics, data science optimizes supply chains and reduces inventory costs.
- In customer service, AI solutions enable faster and more efficient response times through real-time assistance.
Data analysis through AI enables better decision-making and strategic planning. Reduce unplanned downtime with our data science consulting and maximize the productivity of your business.
Eine durchdachte KI-Strategie ermöglicht es Unternehmen, ihre spezifischen Ziele klar zu definieren, Anwendungsbereiche zu identifizieren und den Einsatz von KI-Technologien gezielt zu steuern. So wird sichergestellt, dass sämtliche KI-Initiativen auf die übergeordneten Unternehmensziele abgestimmt sind und eine solide Infrastruktur, verlässliche Datenbasis sowie das notwendige Fachwissen vorhanden sind. Eine strategische Planung minimiert Risiken, steigert die Akzeptanz und legt den Grundstein für nachhaltigen Erfolg mit KI.
Unsere Beratung zur KI-Strategie bildet das Fundament für die datengetriebene und KI-basierte Transformation Ihres Unternehmens. Gemeinsam erarbeiten wir, wie Sie die Transformation strategisch umsetzen und die erfolgversprechendsten Einsatzmöglichkeiten für Ihr Unternehmen auswählen können.
From Sensor to Cloud and Back – End-to-End Analysis for Guided Manufacturing Using Machine Learning
From sensor to cloud and back: end-to-end analytics for guided manufacturing powered by machine learning.
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Customer Analytics Suite
In this project, we implemented a comprehensive customer analytics suite for our client, designed to support sales and marketing activities with data-driven insights in the future.
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Real-time Assistance for Customer Service: How Generative AI Revolutionizes Customer Support
With the help of generative AI, an AI tool was introduced for the automated processing of customer queries in Geberit's Customer Support.
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Classification of Emails in Customer Support
To enable our client to handle customer service inquiries more efficiently, we developed a system using deep learning and NLP that automatically routes emails to the appropriate departments.
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Optimizing Production Processes with AI-Powered Anomaly Detection
We developed a camera-based AI system that detects anomalies in production in real time, thereby increasing production speed and preventing machine damage.
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ChatGPT & RAG: Uniting Knowledge Management and Generative AI
We developed and implemented an AI chatbot that combines the power of generative AI with access to the internal knowledge database (RAG).
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Our strength
Our ecosystem enables a holistic view of Data & AI.
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Tools, Partner & Technology
10+
years of experience in Data Science, ML, and AI
100+
clients from 10 industries and growing
85+
experts from more than 17 fields of study
1,000+
successfully implemented Data and AI projects
Industry 4.0: Artificial Intelligence as a success factor
Successfully implementing AI in manufacturing requires careful planning, investment in infrastructure and specialists, and addressing challenges such as data security and ethical considerations. Our AI consultants have implemented numerous Industry 4.0 projects and support you in developing and deploying data science, machine learning, and AI solutions in your business.
Schedule a consultation to analyze your opportunities, and together we will develop your AI roadmap. Benefit from our experience from over 500 data and AI projects - and start your journey toward an AI-driven future in manufacturing.
statworx also offers comprehensive training programs for Industry 4.0 with Artificial Intelligence. Our experts provide tailored AI training designed to meet your company’s specific needs. Through targeted workshops and training programs, we ensure your workforce obtains the skills required to effectively use and continuously improve modern AI technologies.
Our services
AI Consulting
Our consulting services focus on both technical and methodological skills, data literacy, and data culture, utilizing interactive and inspiring learning methods. We provide training for beginners, specialists, and executives.
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AI Starter Offerings
Are you just beginning your data and AI journey? We offer various workshops, training sessions, and ready-to-use AI solutions that are perfect for taking the first steps with data science and AI.
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AI Solutions
We develop data science and AI solutions tailored to your requirements. We support you from the initial idea to the productive solution and ensure smooth operation thereafter.
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AI Trainings
Whether technical or methodological skills, data literacy, or data culture - our formats rely on interactive and inspiring learning methods. We train beginners, specialists, and executives.
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Outlook: The future of AI in Manufacturing
The use of AI in Manufacturing is only at the beginning of a new industrial revolution. Artificial intelligence is fundamentally transforming how companies operate and produce. Industry 4.0 powered by AI not only improves existing processes but enables entirely new business models and innovation opportunities. By adopting AI in Manufacturing early, your business can gain decisive competitive advantages and strengthen its market position in the long term.
The future of AI in Manufacturing is closely tied to advancements in deep learning, autonomous agents, and access to high-quality data. The possibilities of AI will continue to expand significantly. As a Manufacturing technology, AI will not only transform the way we work and produce but also contribute to solving global challenges around sustainability and resource efficiency. Take advantage of AI’s potential in your company and benefit from the opportunities - before competitors move ahead and you risk falling behind in the future of AI-driven industry.
Your experts for AI in Manufacturing
01
Free consultation
Discuss your challenges and goals in the area of Data & AI with us.
02
Tailored offer
Receive a customized and transparent offer.
03
Presentation & contract award
We present our approach to all relevant stakeholders.
04
Onboarding with project team
Our dedicated project team takes care of your needs.
AI in Manufacturing: Frequently asked questions and answers
How does AI in Manufacturing contribute to automation and efficiency?
AI enables the automation of repetitive and time-consuming tasks, leading to significant time savings. AI-powered systems also provide higher precision and reliability, minimizing errors and downtime.
What role does AI play in predictive maintenance in the industry?
AI in Manufacturing analyzes IoT sensor data to predict potential failures. This predictive maintenance prevents machine and vehicle downtime, improving operational performance and increasing production efficiency.
How does AI improve quality control in industrial production?
By analyzing production data, AI detects quality deviations early and enables preventive action - improving product quality and reducing scrap rates.
What advantages does Industry 4.0 with Artificial Intelligence offer for supply chain management?
AI optimizes ordering, inventory, and production planning through accurate demand and supply forecasts. This increases supply chain efficiency and improves flexibility in responding to market changes.
