Machine Learning Consulting & Services

Machine learning consulting

Alexander Thamm - your expert consultant for efficient machine learning services. In our modern, data-driven world, machine learning plays a crucial role in gaining profound insights from large amounts of data and optimising your business processes. We improve your data infrastructure and help you to maximise the potential of your data to give you a sustainable competitive advantage.

Machine learning consulting for your company

Machine learning (ML) is crucial for transforming your company into an agile, data-oriented organisation. Alexander Thamm GmbH specialises in using appropriate ML techniques to improve the quality of your products and services and optimise knowledge management through detailed data analysis. We help you discover new business opportunities by predicting behavioural patterns from historical data and simplify your data architecture to reduce costs and increase profits.

Our aim is to make your decision-making processes more efficient and secure you a competitive advantage. Utilise our cross-industry experience and in-depth technological knowledge to develop solutions that meet your specific requirements.

The use of machine learning services offers the following advantages:

  • N Efficiently analyse large amounts of data for faster, well-founded decisions
  • NIdentification and correction of inefficiencies, saving time and costs
  • NImproving customer satisfaction and loyalty
  • NImproved risk assessment and effective fraud prevention through predictive analytics
  • NPromoting competitiveness by developing new product and service innovations

Our machine learning services

Data architecture design and optimisation

Development and fine-tuning of your data architecture to ensure robust data processing and optimise the structure of your data lake or data warehouse.

Predictive analysis and modelling

Create and implement predictive models that forecast business trends and provide decision makers with key insights to support strategic decisions.

Natural Language Processing (NLP)

Development of NLP solutions that enable computers to understand and interpret human language to improve customer communication and information management.

Computer Vision Services

Implementation of computer vision algorithms for processing and analysing visual data used in applications such as automated quality control and real-time monitoring systems.

Anomaly detection and fraud prevention

Use machine learning to identify unusual patterns and potential fraud activity to increase the security and integrity of business processes.

Recommendation systems

Development of personalised recommendation algorithms that improve the user experience and increase conversion rates through tailored product recommendations.

Your machine learning experts

Dr Matthias Lein, Data Engineer, Alexander Thamm GmbH

Dr Matthias Lein

Head of Data Engineering | Alexander Thamm GmbH

Victor Seifert, Data Engineer, Alexander Thamm GmbH

Victor Seifert

Data Engineer | Alexander Thamm GmbH

Customer references

Data warehouse for an energy company, a warehouse with jars in which electricity is bottled

Structure of a data warehouse

for an energy company

Data sharing in the aviation industry, a collection of hot air balloons in a vast foothills landscape

Data Sharing

for an aviation company

Data analytics for a financing company, various car models around a bank woman holding papers in her hands

Data Analytics

for a financing company

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

Demand Forecasting

in warehousing

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.
Learn more

Predictive Maintenance

Predictive maintenance for a smooth future: Discover our Predictive Maintenance Services.
Learn more

MLOps Consulting & Services

Monitor and optimise your machine learning products. We advise you on the operational use of MLOps.
Learn more

Data Engineering Consulting

We advise you on the use of data engineering services to gain valuable insights from your company's data infrastructure.
Learn more

Keynote speaker

Our experienced keynote speakers offer you in-depth expertise and practical business insights.
Learn more

Data Platform Services

Increase your data platform performance with our services: Analyse, modernise and rebuild.
Learn more

Resources

Informative blog content, inspiring webinars, entertaining videos and engaging podcasts: valuable subject content for further in-depth study.

What is Machine Learning

Machine Learning

The ultimate guide

recipe recommender system for Thermomix on Cookidoo

Reinforcement Learning

Algorithms in the brain

MLOps Webinar

From zero to running ChatGPT

MLOps for building modern machine learning products

DATA QUALITY

Data Quality - Webinar

In search of the holy grail for analytics and AI

XAIT consulting: solutions for VAIT, BAIT, KAIT, ZAIT

XAIT counselling:
Solutions for VAIT, BAIT, KAIT, ZAIT

The digital transformation brings new risks for the insurance and financial sector, especially in the IT area with regard to security and compliance. The fulfilment of regulatory requirements such as VAIT, BAIT, KAIT and ZAIT is crucial for insurance companies, banks, capital management companies and payment service providers in order to avoid penalties and maintain trust. Alexander Thamm GmbH supports you in fulfilling these complex requirements and making your IT systems secure and compliant. Our expertise in data management, AI and IT governance makes it possible to meet the challenges of XAIT regulations and strengthen digital resilience.

BaFin audit? Requirements for XAIT

With VAIT, BAIT, KAIT and ZAIT, the German Federal Financial Supervisory Authority (BaFin) has introduced regulations for digital security and governance in the German financial and insurance sector to strengthen IT systems against digitalisation risks. These requirements are intended to increase the resilience of insurance companies, banks, capital management companies and payment service providers against cyber attacks and IT disruptions in order to safeguard integrity and trust in the financial market.

The XAIT regulations require strict measures for IT governance, documentation, security and monitoring of IT systems to ensure digital resilience. Companies must regularly review and adapt these systems to cope with changing risks. The challenge is to fulfil the extensive requirements without compromising operations or the ability to innovate. A lack of expertise, resources or inadequate documentation and governance can make compliance more difficult, which harbours legal and reputational risks.

These milestones mark the beginning of a new era in IT governance and security for financial institutions, while at the same time providing:

  • NImplementation of regulatory requirements
  • NRisk minimisation through analysis and direct adjustment
  • NProactive risk control and management
  • NOptimisation of security-relevant processes
  • NProtection of critical financial infrastructures
  • NPromotion of your competitive strength

Our XAIT consulting services

XAIT Assessment

Checking the IT system landscape for compliance with the regulatory requirements of VAIT, BAIT, KAIT and ZAIT, including checking the necessary documentation and identifying documentation deficiencies. This process aims to minimise compliance risks and strengthen the digital security and governance of your systems.

Definition of measures

Development of strategies to achieve and maintain compliance with VAIT, BAIT, KAIT and ZAIT, including future-proof measures. These strategies are aimed at improving the security and administrative structures in the digital area through forward-looking measures and reducing the risk of breaches.

Comprehensive IT governance and data management

Advice on optimising IT systems and processes to meet XAIT requirements while improving efficiency and security. Promoting compliance with current standards and increasing confidence in your digital systems to lay the foundation for sustainable growth.

Introduction and customisation of IT products

Support in the selection and implementation of IT products and systems that meet the requirements of VAIT, BAIT, KAIT and ZAIT, from initial consultation to full implementation. Alexander Thamm GmbH accompanies you at every step of the process, from the careful selection of suitable technologies to the effective introduction into your IT landscape in order to maximise compliance, security and efficiency.

Documentation and compliance reporting

Support in creating and revising the documentation required to demonstrate compliance with XAIT requirements and successfully pass regulatory audits. Creation of a solid documentation basis that not only fulfils the regulatory requirements, but also improves the transparency and traceability of your IT governance and security processes.

Your XAIT experts

Janek Haschke, Data Strategist, Alexander Thamm GmbH

Janek Haschke

Data Strategist | Alexander Thamm GmbH

Max Schroefelbauer, Data Strategist, Alexander Thamm GmbH

Max Schröfelbauer

Data Strategist | Alexander Thamm GmbH

Customer references

Microsoft SQL Server, a cube-shaped representation of an MS SQL Server on a circuit board

Analysis and documentation

of a Microsoft SQL server

Introduction of 2 IT products, clouds over an orange-coloured sea

Consultancy and introduction

of two IT products

VAIT documentation, a back entrance of a factory, a metal clock above the entrance

VAIT documentation

of a facility management system

VAIT test of an SAP system, a room of data and information, bathed in orange light

Inspection and documentation

of an SAP system

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.
Learn more

DORA Audit & Consulting

Increase IT security in the financial sector by complying with DORA, the EU regulation for cyber security.
Learn more

MLOps Consulting & Services

Monitor and optimise your machine learning products. We advise you on the operational use of MLOps.
Learn more

EU AI Act - Consultancy

Our services relating to the EU AI Act: regulations, developments and effects on companies.
Learn more

Keynote speaker

Our experienced keynote speakers offer you in-depth expertise and practical business insights.
Learn more

Data governance consulting

Pave the way for accurate analytics, AI deployment and outstanding business results with data governance consulting.
Learn more

Resources

Informative blog content, inspiring webinars, entertaining videos and engaging podcasts: valuable subject content for further in-depth study.

DORA - Info Session, YouTube Thumbnail

How-To VAIT?

The path to IT documentation!

Webinar VAIT and BAIT

Impending BaFin audit? VAIT & BAIT in a Nutshell

Video

AI Consulting

AI Consulting & Services

Alexander Thamm GmbH offers holistic solutions in the field of artificial intelligence that are specifically designed to effectively advise and support companies in every industry. The integration of AI technologies into your business model opens up new horizons for increased efficiency and data-driven innovation. We specialise in helping you to seamlessly integrate AI-supported systems into your processes in order to increase productivity and optimise data-based decisions.

AI strategies and solutions for companies

Artificial intelligence is the foundation that enables your organisation to thrive in a technology-dominated world and draw deep insights for strategic business decisions. With our specialised artificial intelligence consulting, we empower you to make informed, data-driven decisions enabled by intelligent systems.

Improve the quality of your products and services with the help of AI by recognising and anticipating customer needs more accurately. Use artificial intelligence to discover new business opportunities by predicting future market trends and customer behaviour. Use intelligent automation to optimise your processes, reduce costs and increase profits. Accelerate your decision-making processes and shorten project lead times by using AI-based analyses. Alexander Thamm GmbH offers you comprehensive advice on AI to make your company fit for the future across all industries.

The use of artificial intelligence offers the following advantages:

  • NPredictive models for improved business decisions
  • NIntelligent data analysis for precise market and customer insights
  • NRisk minimisation through early detection of anomalies and trends
  • NCost reduction through optimisation of operating processes
  • NIncreasing competitiveness through innovations in products and services

Our AI solutions

Strategic consulting in the field of artificial intelligence

Alexander Thamm GmbH works with you to develop a comprehensive data strategy that serves as the basis for your digital transformation. This company-wide strategy aims to realise your business goals through the efficient use of artificial intelligence.

Data analysis and decision-making

Comprehensive analysis of your data and development of customised prototypes using the latest AI and analytics technologies. With the aim of improving your decision-making by optimising all available AI applications and thus creating added value for your company.

Implementation of artificial intelligence

The implementation of data products covers the entire process from data integration to user-friendly data visualisation. Alexander Thamm GmbH creates reliable applications and infrastructures ranging from data collection to data lakes and data warehouses to efficiently support your business processes.

Operation and maintenance of AI in companies

Operation and maintenance of your systems and support in the continuous further development of your products (DataOps, MLOps) in order to constantly improve their performance and efficiency.

Your experts

Dr Matthias Lein, Data Engineer, Alexander Thamm GmbH

Dr Matthias Lein

Chief Technology Officer | Alexander Thamm GmbH

Philipp Schwartenbeck, Data Scientist, Alexander Thamm GmbH

Dr Philipp Schwartenbeck

Data Scientist | Alexander Thamm GmbH

Yannik Bauer, Data Scientist, Alexander Thamm GmbH

Dr Yannik Bauer

Data Scientist | Alexander Thamm GmbH

Customer references

Data warehouse for an energy company, a warehouse with jars in which electricity is bottled

Structure of a data warehouse

for an energy company

Satenvisualisation for a telecommunication company, Alexander Graham Bell, telephoning, behind his desk futuristic objects in orange.

ETL processes and data visualisation

for a telecommunications company

Data analytics for a financing company, various car models around a bank woman holding papers in her hands

Data Analytics

for a financing company

Data transformation in retail, a safely transforming superhero photographed in motion

Data transformation

for a manufacturing company

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.
Learn more

Data strategy consulting

Independent advice and development of your data strategy: We promote a living "data culture" for your company's success.
Learn more

MLOps Consulting & Services

Monitor and optimise your machine learning products. We advise you on the operational use of MLOps.
Learn more

EU AI Act - Consultancy

Regulations, developments and effects on companies and technology.
Learn more

Forecasting Services

Make forecasting more efficient: increase revenue and customer satisfaction with AI-optimised forecasting solutions.
Learn more

Data Platform Services

Increase your data platform performance with our services: Analyse, modernise and rebuild.
Learn more

Resources

Informative blog content, inspiring webinars, entertaining videos and engaging podcasts: valuable subject content for further in-depth study.

What is artificial intelligence

What is Artificial Intelligence (AI)

Compactly explained

Why AI?

Why, AI?

The basics of Explainable AI (XAI)

Podcast, Episode 16: Dr Andreas Stadie

#B2FAI 16 - Podcast

When analytics and AI meet with Dr Andreas Stadie (Head of Analytics, EnBW)

DATA QUALITY

Data Quality - Webinar

In search of the holy grail for analytics and AI

DORA Audit & Consulting

Digital Operational Resilience Act (DORA) - Audit & Consulting

The financial sector is becoming more digital. However, the associated risks must not be ignored. IT disruptions can affect all financial organisations and therefore pose a threat to the resilience and trustworthiness of companies and entire sectors. Alexander Thamm GmbH supports you in protecting your company and complying with the regulatory requirements associated with DORA.

DORA - Information security for financial organisations

With the Digital Operational Resilience Act (DORA), the EU has created a sector-wide regulation for financial companies of all kinds for the topics of cyber security, risks in the area of information and communication technologies (ICT) and digital operational resilience. The new regulation makes a significant contribution to strengthening the European financial market against ICT incidents and cyber risks. To this end, DORA not only imposes regulatory obligations on financial companies, but for the first time also on ICT third-party service providers themselves.

DORA will apply from 17 January 2025 and is intended to strengthen the digital resilience of the entire European financial market through the following six key topics:

  • NICT risk management
  • NReporting of ICT incidents and significant cyber threats
  • NTesting digital operational resilience including threat-led penetration testing
  • NICT third party management
  • NEuropean monitoring framework for critical ICT third-party service providers
  • NExchange of information between financial organisations

Our DORA audit and counselling services

Gap analysis

The environment and company analysis focuses on DORA and other regulatory requirements. This involves identifying strategic, regulatory and operational gaps.

Design specifications

Governance principles are being introduced to establish guidelines and specifications, such as an exit strategy, emergency management and risk assessment, to implement DORA and other regulatory requirements.

Introduction of new IT products

Support in the selection of technology and assistance in the implementation of IT products promote the fulfilment of documentation requirements.

Conformity testing of IT products

The analysis of IT products with regard to weaknesses and defects leads to a test report and catalogue of measures to eliminate these weaknesses and defects, including the fulfilment of documentation requirements.

Modification (of IT products)

Support in the implementation of the catalogue of measures and the associated fulfilment of documentation requirements.

Your DORA experts

Janek Haschke, Data Strategist, Alexander Thamm GmbH

Janek Haschke

Data Strategist | Alexander Thamm GmbH

Max Schroefelbauer, Data Strategist, Alexander Thamm GmbH

Max Schröfelbauer

Data Strategist | Alexander Thamm GmbH

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.
Learn more

Data strategy consulting

Independent advice and development of your data strategy: We promote a living "data culture" for your company's success.
Learn more

MLOps Consulting & Services

Monitor and optimise your machine learning products. We advise you on the operational use of MLOps.
Learn more

NLP Consulting & Services

Advice on the use of language models to make efficient use of your company's knowledge.
Learn more

Keynote speaker

Our experienced keynote speakers offer you in-depth expertise and practical business insights.
Learn more

Generative AI Workshops

Develop a competitive strategy and implement it with our support.
Learn more

Resources

Informative blog content, inspiring webinars, entertaining videos and engaging podcasts: valuable subject content for further in-depth study.

DORA - Info Session, YouTube Thumbnail

Digital Operational Resilience Act (DORA)

Video

EU AI Act - Consultancy

European AI Act - technological and legal advice

The European AI Act was adopted in Brussels on 8 December 2013. The aim is that the AI-systems placed and used on the Union market are safe and uphold existing fundamental rights and the values of the European Union. 

AI Act Governance: EEuropean AI regulation

Although the measures will not take effect for another 24 months, must companies should already be preparing for this and have an AI governance establish. This should regulate the handling of AI applications and ensure comprehensive management of all applications as well as their risk assessments and documentation. 

Our services relating to the EU AI Act include

  • N Improved data quality for more precise analyses
  • NIncreased efficiency and easier use of your data
  • NImproved compliance and data security
  • NMore accurate predictions and better decision making
  • NCompliance with a data standard throughout the company
  • NIdentify, understand and mitigate potential risks in their data management practices

Our EU AI-Act-Governance-Consulting 

Use Case Evaluation & Classification 

In a joint workshop and baccompanying activities (interviews, research), we are compiling a catalogue of the available AI systems. These are classified together and categorised into risk categories. For the use cases in the high-risk category, the measures required to fulfil the compliance criteria (documentation, tests, etc.) are planned and initiated. 

AI Act governance Process 

The complete LifeCycle of an AI application from the Concept, Implementation and the operation of AI applications must be aligned with the requirements of the AI Act. and requires constant monitoring. We support you with the conception and implementation of all necessary processes and structures. 

Use case management platform 

To support AI governance, we offer the following services Casebase AI Act offers its own platform that stores all the necessary information about use cases across the entire lifecycle and maps the workflow in a user-friendly way. Customisable dashboards provide management with a constantly updated overview of their own AI portfolio, including an AI Act Risk Classification feature.

AI-Act training courses 

Based on our extensive experience in the training of Data&AI We offer company- and target group-specific training on the following topicsm Topic AI Act on. This is based on the 2-hour Introduction for top management, via intensive training courses for key stakeholders, until to the explanations of the basic principles for all employees of a company. 

AI-GovernanceStrategy 

All activities for the legally compliant development and operation of AI applications should be organised in an overarching, company-wide AI governance Be anchored in the strategy - in close co-operation with the general Data & AIStrategy and data governance. We have extensive experience in strategic consulting on this complex of topics and support You with the anchoring of your AI governance Strategy. 

Your AI governance experts

Jörg Bienert, Chief Customer Officer

Jörg Bienert

Chief Customer Officer | Alexander Thamm GmbH

Lucia Karch, Director Casebase, Alexander Thamm GmbH

Lucia Karch

Director Casebase | Alexander Thamm GmbH

Patrick Zimmermann, Data & AI Project Lead, Alexander Thamm GmbH

Patrick Zimmermann

Data & AI Project Lead | Alexander Thamm GmbH

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.
Learn more

Data strategy consulting

Independent advice and development of your data strategy: We promote a living "data culture" for your company's success.
Learn more

MLOps Consulting & Services

Monitor and optimise your machine learning products. We advise you on the operational use of MLOps.
Learn more

NLP Consulting & Services

Advice on the use of language models to make efficient use of your company's knowledge.
Learn more

Keynote speaker

Our experienced keynote speakers offer you in-depth expertise and practical business insights.
Learn more

Generative AI Workshops

Develop a competitive strategy and implement it with our support.
Learn more

Resources

Informative blog content, inspiring webinars, entertaining videos and engaging podcasts: valuable subject content for further in-depth study.

New date: Webinar AI Compliance

AI Compliance - Webinar

Manage your use case portfolio in compliance with AI-Act

Gen AI - legal challenges

Generative AI - Webinar

Use and legal challenges

EU AI Act Timeline, a figure of Justitia with a blindfold and her scales against an orange-grey background

The roadmap to the EU AI Act

A detailed guide

EU AI Act

The EU AI Act

Innovation driver or brake?