Forecasting Services & Consulting

Who would have they do not like, the Glass ball, to move into the future look? With AI-based Forecasting-models we are moving a step closer to this vision. Thanks to state-of-the-art and field-tested machine learning methods, we can create automated forecasts - for financial key performance indicators (KPIs), stock levels and much more. -n finance, our approach enables more accurate financial planning, reduces liquidity risks and improves your bottom line. In the area of warehousing and logistics, AI-based supports Forecasting optimal inventory management, minimises risks in the supply chain and at the same time promotes sales and customer satisfaction. 

Forecasting - Solutions for your company

Spend a lot of time and manual effort with the preparation of your financial forecasts? Do you wish Tools that can speed up or improve this process? Then we should exchange! GTogether with you, we will develop a tailor-made solution for your specific needs. Forecasting service. We support ourselves at on our experience in machine learning, deep learning, time series analysis, econometrics and finance. Our solutions can be designed to be technology agnostic and implemented both on-premise and in a cloud environment.

AI-based Forecasting offers numerous advantages:

  • NIncreasing the quality of forecasts
  • NFaster processing of data
  • NBetter scalability of your forecast models
  • NAccelerated processes through automation
  • NSignificant cost savings through AI-supported forecasts

Our Forecasting Services

Financial Forecasting

With the Financial Forecasting service from Alexander Thamm GmbH, you can focus on accuracy and efficiency. Implement an AI-based system that delivers large-scale, accurate forecasts in minutes, not months, using data instead of manual input. With deep expertise in machine learning, deep learning, time series analysis, econometrics and finance, we offer technology independence and flexibility in implementation, whether on-site or in the cloud. Take advantage of time savings, maximum accuracy and transparency and improve your finances sustainably.

Optimisation of stock quantities

Optimise your stock effectively with our solution. Through our AI-based optimisation, you receive recommendations on the ideal stock quantity per product. This not only reduces out-of-stock situations, but also minimises storage costs. The individual purchasing conditions per supplier are taken into account and the optimisation takes place in two steps: First, the demand per product is forecast, then a specialised optimisation algorithm is used that takes all relevant conditions into account to find the optimum. The main benefits? Reduced storage costs, fewer sell-out situations and increased turnover as well as customer satisfaction.

Optimisation of the supply chain

Optimise your supply chain seamlessly and efficiently by combining Graph Neural Networks (GNNs) and logistics management. GNNs are masters at capturing complex relationships in networked systems, making them ideal for modelling dynamic, multi-node logistics systems. Your global distribution network is represented as a graph, with each node symbolising a location (e.g. warehouse, distribution centre, port) and the edges representing transport routes. By analysing this networked system, dependencies are captured that facilitate data-driven decisions. Using historical demand data, our solution forecasts future demand trends using GNNs. These insights guide the optimisation of transport routes, ensuring efficient resource allocation while minimising costs.

Your Expert:inside

Livia Kaiser, Data Strategist, Alexander Thamm GmbH

Livia Kaiser

Data Strategist | Alexander Thamm GmbH

José Manuel Berutich Lindquist, Data Scientist, Alexander Thamm GmbH

Dr José Manuel Berutich Lindquist

Data Scientist | Alexander Thamm GmbH

Maximilian Pensel, Data Strategist, Alexander Thamm GmbH

Dr Maximilian Pensel

Data Scientist | Alexander Thamm GmbH

Customer references

Demand forecasting of spare parts through machine learning, an employee at an abacus calculating a bill

Demand Forecasting

for a construction machinery dealer

Inventory forecasting for spare parts orders, a mechanic sitting in his workshop

Inventory Forecasting

for a logistics company

Forecasting in supply chain management, a supply area at a logistics yard

Forecasting in supply chain management

for a trading company

Financial forecasting based on time series analysis, a city scene in an Asian street district in the rain

Financial Forecasting

for a financial group

Our methodology: the [at] Data Journey

Today, much of the business value is based on the analysis of data. The crucial question is how do we generate value from data to turn problems into concrete solutions?

With the Data Journey we have developed a holistic system for Data & AI projects, with which we can determine the starting position and Taking a holistic view of our customers' problemsin order to be able to offer them the best possible advice and the best possible solutions:

From comprehensive consulting and development of a data strategy, through proof of concept and prototypes, to the finished product and subsequent continuous maintenance and optimisation.

[Data Journey by Alexander Thamm GmbH, Data Strategy, Data Lab, Data Factory and DataOps in a Flowchart

Further services

Data Science Consulting

Use the potential of your data. We support you in your AI and data analytics projects.
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Data strategy consulting

Independent advice and development of your data strategy: We promote a living "data culture" for your company's success.
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MLOps Consulting & Services

Monitor and optimise your machine learning products. We advise you on the operational use of MLOps.
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Data Platform Services

With our help, discover the potential of your data platforms to evaluate them specifically, modernise them or design them from scratch.
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Keynote speaker

Our experienced keynote speakers offer you in-depth expertise and practical business insights.
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Generative AI Workshops

Develop a competitive strategy and implement it with our support.
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Informative blog content, inspiring webinars, entertaining videos and engaging podcasts: valuable subject content for further in-depth study.

Sales forecasts with AI

Sales forecasts with AI

A step ahead of the competition

Forecast models point to the future

Looking into the future with forecasting models

Basic contribution

Data visualisations

How to deal with missing values

Tech Deep Dive