We transform patterns from data to value.
No fancy AI/ML promises.
Real Results.
The quest for sustainability in supply chains encounters a significant gap:
The integration of predicting uncertain key variables - like customer demand, energy supply or freight rates - and efficient risk management is complex and often impractical with existing solutions.
Traditional consultancy offers theoretical, expensive frameworks with long timelines, while off-the-shelf tools bombard businesses with countless options without clear, actionable guidance.
Join PatRec. Let us do all the work needed to identify patterns in your data, transform it to value, and monitor risks for you. We offer all-in solution with an holistic approach that minimizes efforts on your side.
To achieve a truly sustainable and efficient supply chain, you need expert insights, a streamlined approach, and a network of forward-thinking professionals committed to eco-friendly practices (we foster a community of AI Champions at Pattern Recognition).
When you partner with us, you gain all of this through an intuitive platform. Practical tools, analytical frameworks, and guidance from leaders in AI, supply chain management, finance, and renewable energy are at your fingertips. Join our community of industry and AI champions.

At PatRec (UG), we've identified a crucial nexus at which the modern supply chain operates – it's at the intersection of burgeoning ESG expectations, disruptions from global crises, the pivot towards renewable energy, stringent regulations, and the rapid changes in demand trends propelled by digitalization. These factors collectively amplify uncertainty, presenting complex challenges for supply chain management.
Dr. Nikolaus Wrede, our Chief Data Scientist, spearheads our efforts with a distinguished blend of expertise in data science, predictive analytics, and risk management. His comprehensive experience, underpinned by over 18 years in business analytics, a Ph.D. in Risk Management and Accounting, and an MBA, coupled with certifications in the latest technologies in machine learning and deep learning, positions him at the forefront of driving innovation at PatRec (UG).
Benjamin Wrede enhances our team with his programming acumen. Currently pursuing his General Qualification for University Entrance, Benjamin's enthusiasm for Java programming, blogging, and robotics contributes significantly to our technological capabilities and vision.

Dr. Nikolaus Wrede

Benjamin Wrede
Our Mission:
In an era defined by rapid changes and increased uncertainties within supply chains — driven by ESG initiatives, global disruptions, renewable energy transitions, regulatory dynamics, and digitalization — PatRec (UG) stands committed to clarity and foresight. Our mission is to harness state-of-the-art data science, predictive analytics, and risk management to provide accurate, reliable forecasts and advanced risk assessments. We empower businesses to make swift, informed decisions, ensuring their resilience and agility in navigating the complex supply chain landscape.
Our Promise:
To build solutions that deliver high performance.
Join here to begin.