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WAVES® Sustainability Management Platform
Transport Emissions
CO₂-emissions of intermodal transports.
Corporate Carbon Footprint
Site emissions in Scopes 1-3.
Product Carbon Footprint
AI-based product carbon footprint.
CSRD
CSRD-report incl. materiality analysis.
EU Taxonomy
Assessment of economic activities.
Supply Chain Optimization
Demand Forecasting
AI-supported demand forecasts.
Raw Material Price Forecasting
Forecast raw material prices.
Services
Data Science & AI Consulting
Optimize processes with AI.
Data Thinking Workshop
Entry into the world of AI.
Sustainability Management Consulting
Using sustainability as a competitive advantage
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Everything about pacemaker.ai.
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Your questions, our answers.
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Our security standards.
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Our partnership with Stanford.
Celonis
Unsere Partnerschaft mit Celonis.
Success Stories
Resource planning in logistics with the help of AI-supported demand forecasts
AI-supported demand forecasts to better predict market developments in the aftermarket business
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Blog
People
Employee Spotlight: Interview with Lini
Welcome to our Employee Spotlight series! Today we’re introducing Lini, our talented Business Development Manager. In this interview, she provides insights about her background, experiences and what it's like to work with our team. Be inspired and get to know the people who drive pacemaker.ai forward every day!
Product Carbon Intelligence
Product Carbon Footprint (PCF): A Key to Sustainable Success
What makes the Product Carbon Footprint (PCF) perhaps the most important sustainability indicator of our time? The answer lies in its tremendous informative value – Unlike vague environmental promises, the PCF provides measurable, product- and process-specific emission data. It shows precisely where the largest CO₂ sources are located in a product's value chain, thereby creating the fundamental prerequisite for targeted, effective climate protection measures.
Product Carbon Intelligence
VSME Standard: A Simplified Approach to Sustainability Reporting
In an era where sustainability has become a central component of corporate strategies, the constantly evolving regulations of the European Union create both challenges and opportunities for companies of all sizes. With the introduction of the Corporate Sustainability Reporting Directive (CSRD), large companies face extensive reporting obligations – but what about small and medium-sized enterprises (SMEs)?
Product Carbon Intelligence
EU Commission wants to simplify sustainability requirements
The European Commission's 'Sustainability Omnibus' proposal aims to significantly simplify sustainability reporting. In particular, the Corporate Sustainability Reporting Directive (CSRD) and the EU-Taxonomy will be affected by the changes. The proposed changes aim to reduce administrative burdens without compromising the EU's environmental objectives.
Demand Forecasting
How Tariffs Impact Supply Chains – Strengthening Resilience for a Competitive Advantage
Tariffs have long been a powerful instrument of economic policy, shaping global trade flows and influencing supply chain dynamics across industries. Whether implemented to protect domestic industries, retaliate in trade disputes, or generate government revenue, tariffs introduce layers of complexity that businesses must navigate carefully.
Product Carbon Intelligence
EU-Taxonomy: A Strategic Driver for Sustainability
The European Union is transforming corporate sustainability through comprehensive regulatory frameworks. As part of the European Green Deal, the EU-Taxonomy Regulation provides a systematic classification for defining sustainable economic activities. This regulatory shift requires businesses to evaluate and report their environmental impact, ensuring compliance with the Corporate Sustainability Reporting Directive (CSRD).
Demand Forecasting
Celonis and thyssenkrupp subsidiary pacemaker announce partnership
Essen/Munich, February 13, 2025 — pacemaker, a thyssenkrupp software company that develops AI-based software solutions for resilient supply chains, and Celonis, global market leader in process mining and process intelligence, announce their partnership.
Demand Forecasting
The Psychology of Demand Forecasting: How the Anchor Effect Distorts Predictions
Imagine building a domino chain with each piece precisely lined up to form a perfect sequence. But the first domino is heavier than the others. If the chain falls, the additional weight changes its course and unpredictably influences the rest of the chain. In demand forecasting, the anchor effect acts like this overweight domino. Understanding this cognitive pitfall is critical for a better, more flexible forecasting strategy. Let's explore what the anchor effect is, why it persists, and how smart tools can help restore balance.
People
Employee Spotlight: Interview with Christoph, our Senior Sales Account Executive
Welcome to our "Employee Spotlight" series! Today, we would like to introduce you to Christoph, one of our dedicated Sales Executives at pacemaker.ai. In this interview, you’ll gain fascinating insights into his career path, experiences, and perspectives on working with our team. Behind every success are great people – and we want to introduce you to the individuals who shape our company. At the same time, you’ll get a glimpse into our company culture, values, and the qualities we prioritize as a team. Get inspired and meet the people who help shape pacemaker.ai!
Product Carbon Intelligence
thyssenkrupp subsidiary pacemaker acquires WAVES, further expanding its sustainability product portfolio
"By combining the WAVES SMP with pacemaker technology, we are creating a powerful all-in-one solution to meet the demanding sustainability goals facing industries and SMEs. We are pleased to welcome the WAVES team to pacemaker and the thyssenkrupp family," explains Christian Jabs, CEO of pacemaker, regarding the acquisition.
Demand Forecasting
A comparison of demand forecasting methods
Today, we are taking a closer look at demand forecasting, examining its traditional, current and future methods and the role of data analytics.
People
Employee Spotlight: Interview with Wiktor, our data scientist
Welcome to our Employee Spotlight series! Today we'd like to introduce you to Wiktor, one of our talented data scientists at pacemaker.ai. In this interview, you will get to know an important person from our team and learn more about their professional career, experiences and views. We would like to introduce you to the people who decisively shape our success. For interested applicants, this offers the opportunity to get to know the person in advance who may be your first point of contact in the application process. This gives you an insight into our corporate culture, our values and the qualities that we particularly appreciate in new team members.
Demand Forecasting
Optimised supply chains – the influence of accurate forecasting
Supply chains are among the most exciting and complex problems of our time. Why? There are simply too many factors and too many uncertainties involved. The VUCA world ‘at its best’, so to speak. After the extremely expensive pandemic, Houthi militias are currently ensuring that numerous ships are diverted around the Horn of Africa (‘The Cape of Good Hope’, see Fig. 1) instead of passing through the Suez Canal. Tesla has had to temporarily halt production in Brandenburg as a result, and shipments from Asia to Europe are now set to double in price.
Data Science
From News to Forecasts: How AI Makes Commodity Markets Predictable
Commodity prices, such as those for oil, gas, or metals, play a central role in the global economy. Companies and investors who can rely on precise predictions are better equipped to make strategic decisions, minimize risks, and seize opportunities. However, forecasting these prices is no simple task—it requires taking into account numerous factors, including political events, environmental changes, and economic data.
Demand Forecasting
Sustainability Information Overload – AI to the Rescue
Companies are faced with the challenge of efficiently using huge amounts of data in the area of sustainability. Artificial intelligence helps to process this data, make well-founded decisions and make supply chains transparent. This blog shows how AI manages the flood of data and supports sustainability goals.
Product Carbon Intelligence
Procurement meets sustainability – product carbon footprint as a new dimension in purchasing
Price used to be the most important criterion in procurement, but a product's carbon footprint (Product Carbon Footprint, PCF) is increasingly becoming a critical factor. Organisations must not only comply with ESG (Environmental, Social, Governance) guidelines, but also actively work to reduce their CO2 emissions. Procurement plays a central role in this: on the one hand, to build sustainable supplier relationships and, on the other, to ensure transparency along the entire supply chain.
Data Science
German-American cooperation between pacemaker and the University of Stanford
Essen, October 17, 2024 – pacemaker and Stanford University are now collaborating. Through a partnership with the Institute for Computational & Mathematical Engineering (ICME), the AI division of thyssenkrupp Materials Services will gain access to the latest advancements in artificial intelligence, which will be integrated into pacemaker’s solutions.
Product Carbon Intelligence
Global supply chains under pressure: How CBAM is changing international trade
International trade is facing a new challenge. With the introduction of the Carbon Border Adjustment Mechanism (CBAM) by the European Union, an important instrument in global trade and climate policy is being established. The CBAM is intended to protect the competitiveness of European companies by charging imports with a CO₂ price based on the emissions generated during their production. This measure aims to prevent carbon leakage — the phenomenon in which companies relocate their production to countries with less stringent climate protection requirements in order to save costs.
People
Employee Spotlight: Interview with Thomas, our Software Engineer
Welcome to our new series “Employee Spotlight”! Today we would like to introduce you to Thomas, one of our talented software engineers at pacemaker.ai. In this interview, Thomas gives us exciting insights into his background, work experiences and his view of the corporate culture at pacemaker.ai. For those of you who are considering joining our team, this conversation is a great opportunity to get to know one of our colleagues better and learn more about our company's values and working methods. Let's find out more about the people behind our success.
Product Carbon Intelligence
CBAM, ESG & Co.: A look into the regulatory jungle
Discover why terms like CBAM, ESG, CSRD, EU Taxonomy, and GHG Protocol are becoming increasingly important and how you can keep track amidst this flood of requirements.
People
Employee Spotlight: Interview with Kathrin, our People & Growth Manager
Welcome to our Employee Spotlight series! Today, we’re thrilled to introduce you to Kathrin, our People & Growth Manager at pacemaker. Get to know her journey, experiences, and insights in the interview below. We want to provide a closer look at the individuals who drive our success. For potential applicants, this is an opportunity to get to know the person who might be talking to you first and to gain insights into our company culture, values, and what we look for in new team members.
Product Carbon Intelligence
AI, carbon dioxide, and the trillion-dollar promise
There is money at stake. A lot of money. The Boston Consulting Group (Fig. 1) estimates the potential overall effect of the use of AI on sustainability at between 1.3 and 2.6 trillion(!) US dollars. Companies will achieve this effect through additional revenue and cost savings through AI by 2030.
Product Carbon Intelligence
Sustainability as Strategy: The New Frontier in Supply Chain Management
"Who Cares Wins" – this was the title of the first ESG report in 2004. 20 years later, this thesis is still proving itself. More than ever. In the highly competitive global economy, adopting sustainable practices in the supply chain is not just a moral choice, but a strategic necessity.
Demand Forecasting
Decarbonization meets artificial intelligence
Artificial intelligence is becoming a powerful ally in the urgent fight against climate change. That's because it offers innovative solutions to drive decarbonisation and create a more sustainable future in all sectors.
Demand Forecasting
Applications of demand forecasting in various industries
In today's dynamic business world, demand forecasting is an indispensable tool that helps companies make well-founded decisions and secure competitive advantages. With the advent of AI and advanced analytical tools, predictive accuracy has significantly improved, resulting in more efficient processes and increased profitability.
Demand Forecasting
Demand Forecasting vs. Demand Planning
Supply chain demand management combines two key strategies: demand planning and demand forecasting. Demand planning is a strategic approach in which inventory and production are aligned with anticipated market needs. It requires not only foresight, but also a coordinated approach across different business functions.
Demand Forecasting
Demand forecasting meets artificial intelligence
Terminology such as demand forecasting, bullwhips and AI-powered demand planning are part of the vocabulary of modern supply chain management.
Data Science
Artificial intelligence in supply chain management
Global supply chains are one of the most exciting and challenging issues of our time. Whether it is Covid, the Ukraine war or most recently the earthquake in Turkey, supply chain disruptions can have serious and long-lasting impacts on the economy, society and supply chain management (SCM). This shows once again how complex and susceptible SCM is to disruption - be it due to changes in consumer demand, unpredictable events or social and economic crises.
Data Science
What is data quality and why do companies need to pay close attention to it?
Inaccurate data entails problems and costs. We explain what data quality is and how good your data should be.
Demand Forecasting
Why demand forecasting is so important for companies
Demand forecasting helps companies predict future demand for products or services.
Demand Forecasting
Forecast of sales volumes for a supermarket chain
We support a supermarket chain in making its supply chain fit. Pacemaker Forecast makes it possible to forecast the sales volume of over 25,000 products in wholesale and retail branches of a supermarket chain more precisely.
Data Science
With data thinking to user-oriented data science
Data alone does not create added value. It depends on the right use case.
Data Science
Data Science — Make or Buy?
Companies are increasingly using data science and data analytics solutions to use the sea of data to benefit their own business.
Data Science
The path to a data product — How you benefit sustainably from data science
The data science project is defined. The proof of concept successfully implemented. And now? Unfortunately, this is often the end. In fact, operationalizing data science projects, i.e. successfully turning them into productive business operations, is one of the biggest challenges.
Demand Forecasting
Success story — P&C order and returns forecast
The rapidly increasing importance of online trade presents logistics service providers with increasing challenges in terms of warehouse and delivery planning.
Demand Forecasting
Forecasting in retail - you should know these 5 examples
In recent years, artificial intelligence (AI) has developed from a buzzword par excellence to a well-established term in many industries.
Demand Forecasting
Why your sales forecast needs machine learning
Customers want to receive the right product via the right channel in the right quantity and at the right time.
Demand Forecasting
Order & return quantities forecast for a fashion retailer
The rapidly increasing importance of online trade presents logistics service providers with increasing challenges in terms of warehouse and delivery planning.
Demand Forecasting
Predict returns and handle them better
More and more customers are shopping online. More and more items are being returned.
Data Science
How to master data science projects
According to the International Data Corporation (IDC), the global data volume is expected to grow to 175 zettabytes by 2025 — an unimaginably large number with 21 zeros.
Data Science
The Right Mix of Roles and Competencies for a Successful Data Science Project
Data science projects are complex processes that require a well-coordinated team. This is the perfect way to set up your team.
Data Science
Supply chain algorithms: cost-effective, agile and customer-focused logistics
It has never been more difficult than today to attract, inspire and retain customers. Customers in the B2C as well as B2B sectors are increasingly demanding an individual approach and a shopping experience tailored to their needs.
Demand Forecasting
Pacemaker and supermarket sales forecasts
Supermarket chains make supply chains fit with us. Pacemaker Forecast makes it possible to forecast the sales volume of over 25,000 products in wholesale and retail branches of a supermarket chain more precisely.
Product Carbon Intelligence
CSRD: What Companies Need to Know Now – Timeline and Requirements at a Glance
The Corporate Sustainability Reporting Directive (CSRD) introduces new reporting requirements for companies in the EU and promotes transparency in terms of sustainability. This article provides an overview of the most important requirements, affected companies and the timetable for implementation.