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Data & AI: automate and reinvent business processes

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HomeServicesData & AI

AI as a catalyst for data-driven business processes

Language models, so-called large language models (LLMs), are ubiquitous and currently the epitome of data and artificial intelligence (AI). LLMs play a disruptive role in the way they use and analyze data. Despite their potential, current use cases in companies often fall short of their potential.

LLMs are only one important building block within an AI-supported IT landscape. Agentic AI describes another innovative dimension of AI: this technology enables autonomous AI assistants to make decisions independently while taking clearly defined goals into account. This makes it possible to map and automate even complex business processes using AI.

The decisive factor in all AI use cases is the quality of the data. It largely determines the ability of AI to create added business value. We support you with your business requirements with a holistic approach that considers both the available data and possible AI solutions.

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We pick you up exactly where you are on your AI journey: Whether you are just taking your first steps with AI tools or already need specific solutions for your established business processes - we will support you.
Franziska Schleuter, Head of Data and AI

From initial data-driven steps to successful AI deployment

Together, we identify relevant data sources and business goals that serve as the foundation for a customized data AI strategy. By using generative AI, multi-agent systems, large language models or classic machine learning, we design AI assistants and data pipelines that deliver real added value for your business process.

We also consider the efficient management of your data using data catalogues as a central view of all data sources through a decentralized data mesh architecture. We integrate the trained AI models seamlessly into your business processes. Machine Learning Operations (MLOps) and AI Privacy and Security ensures that everything remains stable during operation and that data protection and information security are guaranteed. We use continuous monitoring and training to check performance and up-to-dateness and ensure the responsible use of AI in accordance with established standards.

Data Analytics Consulting

We help you to analyse and effectively visualize data, whether in the context of reporting or exploratory analyses. To this end, we establish robust data platforms (data catalogs) to extract and transform your data.

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Data Science Consulting

We use classic machine learning to identify recurring patterns in your data. We use these to create precise forecasts and make data-based decisions.

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Data Mesh

From domain architecture to governance: We anchor data mesh in a technically sound manner in cloud, EAM & maturity models - scalable, hands-on, tailored to your IT.

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AI consulting

From the identification of suitable application areas and use cases to technology decisions and the development of an AI strategy and AI roadmap derivation: our experienced experts will accompany you along the way.

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AI Readiness Check

Where does your company stand when it comes to AI? Our readiness check will show you - structured, interdisciplinary and with a clear roadmap for real added value. An AI strategy in two weeks.

About AI Readiness Check

AI for companies

From the idea to the scalable system: we strategically integrate AI, identify relevant use cases and develop individual solutions with real business value.

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AI-Workshop

What is possible with GenAI & Co. in your company? Our workshop shows potentials, use cases and strategies - individually, practically and tailored to your business goals.

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AI-Agents

Each agent fits like a tailor-made suit: our seamlessly integrated AI agents improve your customer service and support, among other things, and assist with decisions and personalization.

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AI platform for companies

An AI platform within the company ensures greater and better automation, centralized knowledge availability, and scalable solutions that can be seamlessly integrated into processes.

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Automation consulting with a plan

From analysis to implementation: your business process automation will be successful, effective, and economical—without any hype, but with clear added value.

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The full potential of your data - just one click away

Benefit from customized AI solutions that transform your business processes sustainably. Find out now about our services in the field of Data AI.

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Our references & projects in the field of Data & AI

Success is measurable - for example in realized projects. Discover how we put Data & AI into practice for our customers: with solutions that work, inspire and create real added value.

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  • Close-up of colorful puzzle pieces floating in the air, each piece engraved with a different insurance symbol.
    STARTRAIFF: Business Intelligence for the sales force
    To the STARTRAIFF reference
    CloudData/Data PlatformsApps

    Aggregation of internal customer data & external data in a single web application

    To the STARTRAIFF reference

    Data bundling & analysis with Amazon Bedrock

    To the STARTRAIFF reference

    Intuitive user interface for sales, 88% reduced preparation time before customer visits

    To the STARTRAIFF reference
  • A fleet of self-driving trucks from MAN on a spacious test site.
    MAN - ATLAS L4. Control Center for the autonomous truck
    To the MAN reference
    CloudData/Data PlatformsApps

    Control center for the technical monitoring of driverless trucks

    To the MAN reference

    UX design, product strategy, data structure, vehicle data visualization

    To the MAN reference

    Monitoring, remote support, mission management, reports for commercial autonomous transport solutions

    To the MAN reference
  • Header_NOW
    NOW: National Organization for Change in Mobility: development of a data warehouse system
    To the NOW reference
    CloudData/Data PlatformsIT Consulting & Strategy

    Data foundation for nationwide charging infrastructure in Germany

    To the NOW reference

    Cloud data warehouse for integration & analysis of many diverse data sources (AWS)

    To the NOW reference

    Solid architecture, single point of truth ensures data-based evaluation of charging station demand

    To the NOW reference
  • Two people in white protective suits stand in front of a pipeline through which green glowing data streams are pumped
    NETZSCH: Development of an IoT platform
    To the NETZSCH reference
    CloudData/Data PlatformsIoT

    Unified IoT platform for 3 business units, harmonization of existing IoT solutions

    To the NETZSCH reference

    IoT device connectivity, visualization software for data analysis, cloud infrastructure, operations

    To the NETZSCH reference

    Quick testing in the cloud infrastructure, fast integration of use cases such as predictive maintenance, process optimizations, etc.

    To the NETZSCH reference
  • A man in a TÜV Nord shirt operates a diagnostic device in front of a vehicle.
    TÜV NORD: IT system for damage assessments
    To the TÜV Nord reference
    Data/Data PlatformsWeb & Portal PlatformsBanking/Insurance/FSI

    Holistic, flexible IT system to support expert assessors

    To the TÜV Nord reference

    Digitalization of the inspection & damage process from order creation to invoicing

    To the TÜV Nord reference

    More efficient creation & billing of damage assessments & vehicle valuations, at least 2 days time savings

    To the TÜV Nord reference
  • Two orthopaedic surgeons view a transparent 3D hologram of the skeleton and musculature on an elegant tablet interface, surrounded by floating UI panels.
    Health.exe: AI-supported platform creates training plans for patients
    To the Health.exe reference
    CloudData/Data PlatformsApps

    AI-supported service for orthopedic & sports medicine practices

    To the Health.exe reference

    Cloud-based web application for doctors for the automated, evidence-based creation of individually tailored patient training plans

    To the Health.exe reference

    New revenue source without fixed costs, higher patient retention, AI-supported & guideline-based

    To the Health.exe reference
  • A robotic arm places precise digital data in a futuristic, dark room.
    Research: AI-supported robotics for employees with physical limitations
    See robotics reference
    Embedded Systems & RoboticsIndustry 4.0Manufacturing

    Customized assistance robots for people with physical disabilities in production

    See robotics reference

    Integration of AI for automated adaptation of robots to people's capabilities

    See robotics reference

    Effective empowerment of people with physical disabilities

    See robotics reference
  • A technician in a green Siemens jacket sits in front of a computer on a factory floor with industrial equipment in the background.
    Siemens: AI demand prediction platform for industrial production planning
    See Siemens reference
    CloudData/Data PlatformsIndustry 4.0

    Machine learning for time series forecasting

    See Siemens reference

    AutoML for automated adaptation of models to different data

    See Siemens reference

    Unified, scalable solution, optimized inventory costs, efficiency gains

    See Siemens reference
  • Two women are standing in a workshop. One woman is holding a tablet in her hands.
    TÜV NORD GPT: Development of AI assistance
    See TÜV NORD reference
    AppsWeb & Portal PlatformsPublic/Administration

    Secure operation of AI in the European MS Azure cloud environment

    See TÜV NORD reference

    Frontend & backend via MS Azure App, "Chat with your PDF" for TÜV employees

    See TÜV NORD reference

    Quick implementation of new technologies (AI), strengthening knowledge management

    See TÜV NORD reference
  • VW drives through tunnel at night
    VW: Digitization of key production figures with the iProcess app
    See VW reference
    Data/Data PlatformsAppsIndustry 4.0

    Replacement of analog, error-prone activities with a digital app solution

    See VW reference

    Digital design, cloud-native technologies, UX concept, UI design, front- & backend

    See VW reference

    More transparency in production processes, higher production OEE, across plants

    See VW reference
  • Digikoo_Apple_vision_Pro_Header
    digikoo GmbH: Apple Vision Pro for city planners
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    Digital Design/UX DesignData/Data PlatformsApps

    Immersive 3D visualization of complex energy data on the Apple Vision Pro

    See digikoo reference

    Augmented reality, spatial computing, 3D map with detailed data & KPIs

    See digikoo reference

    Foundation for intuitive understanding of energy scenarios & well-informed decisions

    See digikoo reference
  • Large rollers on conveyor belt in factory.
    Planning systems: Optimizing the capacity utilization of pressing plants
    See reference
    Data/Data PlatformsIndustry 4.0Manufacturing

    Centralized planning of component manufacturing for cost- & resource-optimized production capacity worldwide

    See reference

    Conversion from local processing with fat clients to a client-server application, migration to the cloud

    See reference

    Data-based planning & calculation of different manufacturing scenarios & site-specific production costs

    See reference
  • Header_Global-Requirements-Planning-System-for-Workforce-2-16-9
    Global workforce planning system
    See reference
    CloudData/Data PlatformsPublic/Administration

    Centralized web-based IT system to replace individual isolated solutions

    See reference

    Event sourcing for planning & analytics, domain-driven design, cloud migration

    See reference

    Easy updates, expansion, maintenance, optimized security

    See reference
  • Man with tablet in front of KUKA industrial robots
    KUKA: UI/UX design for an app for load data analysis for industrial robots
    See KUKA reference
    Digital Design/UX DesignData/Data PlatformsApps

    Web app to replace legacy systems for easier interaction between users & system

    See KUKA reference

    Conversion from local processing with fat clients to a client-server application & migration to the cloud

    See KUKA reference

    Data-based planning & calculation of different manufacturing scenarios & site-specific production costs

    See KUKA reference
  • Server room with green planting, demonstrating data platform for the Azure Cloud.
    digikoo: A data platform for the Azure Cloud
    See digikoo reference
    CloudData/Data PlatformsIT Consulting & Strategy

    Data-based information for planning & implementing the climate transition for the public sector & energy providers

    See digikoo reference

    Scalable foundation data platform on MS Azure for migrating & automating differently formatted geo-data into a structured data schema

    See digikoo reference

    Quality-checked data, provision in the form of the target data model, robust, scalable database & infrastructure

    See digikoo reference
  • A slender robotic arm in a production hall, picking up coins and placing them in a piggy bank-shaped cloud, while console screens in the background display cost-waste diagrams.
    Supply chain management: Reducing cloud operating costs by 50 percent with FinOps
    To the FinOps reference
    CloudData/Data PlatformsIT Consulting & Strategy

    Reduction of costs caused by over-dimensioning & manual processes, establishment of transparency

    To the FinOps reference

    Targeted process modernization, automation & rightsizing

    To the FinOps reference

    Annual cloud operating cost reduction: 400,000 EUR, scalability, reliability

    To the FinOps reference
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Employees can use TÜV NORD GROUP GPT in a variety of ways as a personal assistant, for example to work their way through extensive documents, support their own research or generate new input for product development, for example.
Leroy Racette, Head of IT, TÜV NORD Service

Current guides on the topic of data & AI

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    Why MaibornWolff?

    As one of the most innovative IT service providers with a great passion for AI, we focus entirely on the project business and individual software development - without our own products. To stay at the forefront, we continuously invest in our team of digital technology engineers and develop digital solutions that are well thought-out, efficient and reduced to the essentials.

    Our principle: simplicity instead of complexity. We only develop what is really needed - tailor-made, useful and reliable. Our results speak for themselves. With over 800 large-scale systems and more than 10,000 person-years of experience in high-end software engineering, we are one of the few who can reliably implement even the largest and most complex IT landscapes. Thanks to close partnerships with leading hyperscalers, our customers operate their solutions in today's most modern and powerful environments.

    Less technology. Better Business.

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