AI use cases in Germany
35 documented implementations
Allianz Direct helps contact center teams improve customer satisfaction with GenAI on Databricks
Munich-based online insurer Allianz Direct built a RAG-based agent-assist tool on the Databricks Data + AI Platform using Agent Bricks Custom Agents to give contact center agents faster answers on policy terms and conditions, achieving a 10-15% uplift in answer accuracy over their prior GenAI solution.
OTTO improves demand forecasting accuracy up to 30% with Google Cloud's TiDE model
OTTO, a leading German ecommerce retailer, used Google Cloud's Time-series Dense Encoder (TiDE) model trained on Vertex AI and deployed on GKE to analyze multivariate time-series data such as seasonal demand patterns, pricing changes, and promotions. TiDE improved demand forecasting accuracy by up to 30%, helping OTTO reduce inventory costs, minimize stock-outs and overstocks, and support dynamic pricing, with particularly strong responsiveness for volatile products like iPhones versus more stable items like men's jeans.
adidas turns customer reviews into insight at scale with GenAI
adidas built a RAG chatbot on the Databricks Data + AI Platform using AI Search, Model Serving, Unity Catalog and MLflow to analyze over 2 million customer product reviews with LLMs including Claude Haiku, cutting response latency 60%, reducing compute costs over 90%, and improving analyst efficiency 30-40%.
adidas· GermanyDatabricks AI Search · Model Serving · Unity Catalog +5
Brain4Data boosts customer service with Oracle Database and Generative AI
Brain4Data, a German startup, built a GenAI-powered agent named Fred that uses retrieval augmented generation (RAG) over customer documents, databases, and ERP systems, powered by Oracle Database's native AI Vector Search and OCI Generative AI Service. Within a few months of deployment, Fred handled 80% of end-user requests. Brain4Data won the European Seal of Excellence from the European Innovation Council in early 2024.
Bayernwerk Netz, E.ON Empowers Field Workers
Bayernwerk Netz, a German grid operator and E.ON subsidiary supplying energy to roughly seven million people, partnered with E.ON Digital Technology to build a generative AI field operations assistant on the Databricks Data + AI Platform. Using Delta Lake, Unity Catalog, Agent Bricks and AI Search for retrieval-augmented generation, the assistant compiles source-linked briefs on safety procedures, technical specs and incident notes for field workers, piloted with 60 users and planned to scale to roughly 4,000 employees to support the company's Vision Zero safety goal.
Bayernwerk Netz (E.ON)· GermanyAgent Bricks · Delta Lake · Unity Catalog +1Deutsche Telekom and Google Cloud Collaborate on MINDR Agentic AI for Autonomous Network Operations
Deutsche Telekom, in partnership with Google Cloud, announced MINDR (Multi-Agentic Intelligent Network Diagnostics & Remediation), a multi-agentic AI system built with Google Gemini models on Vertex AI and developed with Google Cloud's Autonomous Network Operations framework. MINDR correlates signals end-to-end across the RAN, transport, and core network domains to proactively identify service-impacting issues and support autonomous, explainable remediation, shifting operations from reactive troubleshooting to predictive automation. MINDR builds on Deutsche Telekom's RAN Guardian Agent, live in production in Germany since November 2025, which monitors network behavior during high-impact events and traffic surges. RAN Guardian autonomously triggered over 100 remediation actions at Christmas market events in its first month and reduced the time needed to manage major events from hours to around a minute (a more than 95% improvement). For 2026 it identified 237,000 events, including around 130 Carnival events each expected to draw over 10,000 participants, served by 611 mobile sites pre-checked for issues; only 5 sites experienced peak loads, which RAN Guardian optimized during the event. RAN Guardian is now scaling across Deutsche Telekom's European national companies, starting with the Czech Republic and Croatia. MINDR's first production releases are planned for later in 2026.
FRoSTA: Pioneering touchless invoice processing and increasing the automation rate in the procure-to-pay process
FRoSTA AG, a frozen food manufacturer with about 1,850 employees and production facilities in Germany and Poland, automated its supplier invoice processing using SAP Build Process Automation and the premium, LLM-based edition of SAP Document AI on SAP Business Technology Platform. Previously, each of FRoSTA's roughly 30,000 annual invoices for goods received was manually touched at least three times, with approvals delayed by up to two weeks when managers were traveling. The new automation monitors incoming documents, uses an LLM in SAP Document AI to extract and classify invoice data regardless of format or language, validates it against SAP and third-party systems, and creates the invoice in SAP S/4HANA Cloud Private Edition, routing exceptions to an approval workflow accessible via the Joule Work mobile app. It now takes a minute to process an invoice, from arrival to posting, 70% of automated invoices are booked without any human touch, and about 60% of the 30,000 annual goods-received invoices are processed automatically with no human intervention. The project went from ideation to go-live in three months, built primarily by an IT trainee with no programming background, with implementation support from SAP partners sovanta AG and Amista.
FRoSTA AG· GermanySAP Build Process Automation · SAP Document AI · SAP S/4HANA Cloud Private Edition +2
Delivering agentic AI to law firms globally using AWS with stp.one
stp.one, a Karlsruhe, Germany-based legal tech provider founded in 1993, built Legal Twin, an AI-driven platform integrated with its document management system STP Documents, using Amazon Bedrock (including Anthropic's Claude and the Titan embedding model) and Amazon Aurora PostgreSQL. Legal Twin offers six AI-powered capabilities including intelligent contract risk analysis and automated receivables processing, with responses grounded in case documents and court decisions and citations shown so lawyers can verify sources. It supports Model Context Protocol integration and lets clients with data sovereignty requirements store and process data locally, connecting on-premises storage with cloud-based processing. Certain claims that traditionally took 6-10 minutes to file can now be processed in under 30 seconds using Legal Twin, and productivity gains for users reach up to 3x at the upper end. The platform must comply with GDPR and Germany's federal code for lawyers.
stp.one· GermanyAmazon Bedrock · Anthropic Claude · Amazon Titan embedding model +2
Operationalizing Analytics Data at Scale (DEICHMANN SE)
DEICHMANN SE, Europe's largest footwear retailer with roughly 4,700 stores in more than 30 countries and about 8.7 billion euros in 2024 revenue, adopted Databricks Lakebase, a managed PostgreSQL database integrated with its Databricks Lakehouse, to activate governed customer and product data for e-commerce marketing without building separate integration pipelines. Lakebase reduced a data-product publishing pipeline to 3 clicks and about 30 seconds, and is now in production across Europe feeding SAP Emarsys for e-commerce marketing.
omni:us: A cloud AI pipeline brings order to insurance claim processing
omni:us, a Berlin-based firm spun out of parent company Qidenus Technologies, built a hybrid on-premises and cloud AI pipeline that sorts insurance claims paperwork and automates processing for European insurers. The system captures data on-premises and processes it using cloud AI, combining convolutional neural networks, NLP, optical character recognition and handwritten text recognition to convert unstructured claims documents into structured data, aiming to help insurers settle claims within minutes instead of weeks. For a handwritten car claims case, the model achieved a handwritten character error rate of 7.25%. The company uses Google Kubernetes Engine and Container Registry for its European clients and supports on-premises deployment for insurance customers.
FraportGPT Leads the Way to the Airport of the Future: Fraport Makes Employees' Daily Tasks Easier with Azure OpenAI Service
Fraport AG, operator of Frankfurt Airport, launched FraportGPT, a company-wide employee chatbot built on Azure OpenAI Service, as its first step toward automating operations ahead of an expected 30 percent workforce reduction through aging alongside 30 percent planned growth. Programmers use it to draft code statements, lawyers use it to summarize long texts, and administrative staff use it for emails and letters and even rental-pricing formulas. Fraport plans to connect FraportGPT to in-house data sources next to further increase efficiency.
Fraport AG· GermanyAzure OpenAI Service · Azure AI Studio · Microsoft 365
Deutsche Telekom Launches Industrial AI Cloud, One of Europe's Largest AI Factories, in Munich
Deutsche Telekom officially launched its Industrial AI Cloud in Munich's Tucherpark, a sovereign AI factory built over six months with NVIDIA and data center partner Polarise on nearly 10,000 NVIDIA Blackwell GPUs (including DGX B200 systems and RTX PRO Server GPUs), delivering up to 0.5 ExaFLOPS of computing power operated under German data protection, security and availability requirements. The factory is already operating at over a third of its capacity, with existing customers including Munich-based robotics company Agile Robots and engineering simulation firm PhysicsX. It underpins the 'Deutschland Stack' built with SAP (T-Systems providing infrastructure/platform, SAP providing Business Technology Platform and AI applications), and hosts the SOOFI (Sovereign Open-Source Foundation Models) research project, in which Leibniz Universität Hannover contracted Deutsche Telekom to provide infrastructure for training a sovereign, European-language-focused open-source LLM with around 100 billion parameters.
Deutsche Telekom· GermanyNVIDIA Blackwell GPUs · NVIDIA DGX B200 · NVIDIA RTX PRO Server +1
German Federal Employment Agency deploys cloud-based AI with Privatemode
The German Federal Employment Agency (Bundesagentur für Arbeit, BA), with over 110,000 employees and one of the largest public authorities in Germany, needed an internal knowledge management AI chatbot but a local AI deployment would have been very time-consuming. It tested Privatemode, the confidential AI service from Edgeless Systems, which encrypts data during storage, transmission and processing. Using the Privatemode API, the BA set up a chatbot that answers questions from internal databases of its Cloud Center of Excellence, accessing the open-source Llama 3.3 70B model and scaling without owning GPU infrastructure, while keeping user data such as AI prompts protected against access by cloud, model, or service providers.
German Federal Employment Agency (Bundesagentur für Arbeit)· GermanyPrivatemode · Llama 3.3 70BEpilot reduces email processing time by 87% using Amazon Bedrock
Cologne, Germany-based Epilot, which provides an extended-relationship-management (XRM) platform for energy companies, built an AI email-summarization feature on Amazon Bedrock (Anthropic's Claude via serverless AWS Lambda/SQS architecture) that summarizes long customer email threads for its 170+ energy-sector customers. Epilot generates 55,000 AI email summaries monthly with a negligible failure rate; about 80% of users say the feature simplifies their work, and users save 87% of the time previously spent on email management. Epilot also built a 'suggested actions' feature that auto-updates customer records from email content with a human in the loop, and keeps all processed data within an EU AWS Region using Amazon Bedrock's zero-retention data policy.
Aareon builds AAVA, an AI virtual assistant integrated into its German property-management ERP, using Amazon Bedrock
Aareon, a Germany-headquartered property management software provider, integrated an AI virtual assistant called AAVA into its German ERP solution Wodis Yuneo using Amazon Bedrock. AAVA lets real estate housing company customers query documents, request information through chat, automate processes, and accelerate workflows -- including scheduling appointments between tenants and craftsmen, coding invoices, analyzing images to draft damage reports, and sorting incoming email, with both text and voice support. Aareon uses various LLMs available through Bedrock, including Anthropic's Claude models and Amazon Nova models, testing and selecting models by complexity and price performance for each use case (for example, a higher token-limit model for calculating service charges). The Bedrock deployment runs in the AWS Germany (Frankfurt) Region to help meet GDPR requirements, with customer data not used to train or improve the underlying models. The first version of AAVA was built in 4 weeks and announced to customers within 6 months, developed with support from AWS Partner Reply.
Aareon· GermanyAmazon Bedrock · Amazon Nova · Anthropic ClaudeVolkswagen Group Invests up to One Billion Euros in AI
Volkswagen Group announced plans to invest up to one billion euros by 2030 in AI-driven vehicle development, industrial applications and high-performance IT infrastructure, expecting efficiency gains and cost avoidance of up to four billion euros by 2035. More than 1,200 AI applications are already active across the Group. In vehicle development, Volkswagen is building an AI-powered engineering environment with partner Dassault Systèmes to shorten product development cycles to 36 months or less. On the shop floor, the Digital Production Platform connects more than 40 sites with AI applications for production optimization. The Group is also expanding its private cloud infrastructure to keep sensitive data processing within Europe.
Volkswagen Group· GermanyDigital Production Platform (DPP) · Large Industry Model (LIM) · Private cloud infrastructureHumanoid's HMND 01 completes autonomous logistics at Siemens factory in Erlangen
At a Siemens blueprint autonomous electronics factory in Erlangen, Germany, Humanoid's HMND 01 wheeled humanoid robot — running the NVIDIA Jetson Thor edge AI module for on-robot compute and developed using Isaac Sim and Isaac Lab open frameworks for simulation and reinforcement learning — completed autonomous logistics operations in a first proof of concept within the production environment. Humanoid's simulation-first development compressed what typically takes up to two years of hardware development down to seven months.
Siemens· GermanyNVIDIA Jetson Thor · Isaac Sim · Isaac Lab +1BMW Group Delivers Generative AI-Based Cloud Optimization Assistant (ICCA) Using AWS
BMW Group developed the In-Console Cloud Assistant (ICCA), a conversational generative AI assistant built with Amazon Bedrock, to help its 450+ DevOps teams across more than 450 AWS accounts monitor performance, identify bottlenecks, and detect optimization opportunities. Built with the AWS Generative AI Innovation Center, ICCA keeps data within the BMW Cloud Room hosted on AWS and has helped BMW scale cloud governance and reduce costs and time to market.
BMW Group· GermanyAmazon BedrockRevolutionizing Audi's Welding Inspection System through AI
Audi implemented an AI-powered quality control system to transform its welding inspection process, expanding on previous manual ultrasound inspections that covered only 5,000 points per vehicle. The AI system analyzes 1.5 million weld points across 300 vehicles per shift, letting production staff focus on addressing potential anomalies rather than manual inspection. Following its success, Volkswagen Group is expanding the technology across multiple sites, including Audi Brussels, VW Emden and Audi Ingolstadt, with site-specific AI model retraining to accommodate varying welding parameters.
Audi· GermanyBerenberg's Gemini Enterprise transformation
Berenberg, Germany's oldest private bank (founded 1590, €39 billion AUM, 1,600 employees), is the first bank in Europe rolling out Gemini Enterprise bankwide with Google Cloud. Berenberg's AI journey began in 2018 with traditional ML for portfolio management, then in 2022 the bank built BegoChat, a custom AI assistant on Vertex AI, to aggregate and analyze broker reports, company filings, and news for equity portfolio managers, infused with Berenberg's proprietary investment frameworks. A similarly built tool generates the bank's daily 'Morning Mail' market briefing, with AI assistance producing content 85-90% faster with human review for quality and compliance. Berenberg later adopted NotebookLM for an 'Everyday AI' layer of document summarization, translation, and comparison, and is now rolling out Gemini Enterprise (formerly AgentSpace) across the bank starting in 2026, giving employees a marketplace of centrally managed generic and role-specific agents (Research, financial analysis, Due Diligence support).
Berenberg· GermanyVertex AI · NotebookLM · Gemini EnterpriseCOMLINE launches GenAI-as-a-service based on HPE Private Cloud AI from German data centers
German IT service provider COMLINE SE is expanding its cloud offering with HPE Private Cloud AI, co-developed by HPE and NVIDIA, deployed within its existing GreenLake environment operated from data centers in Berlin and Frankfurt/Main. COMLINE's first generative AI project will use HPE Private Cloud AI to classify 1.6 million legal documents per day for compliance checks for a real-estate business customer, while ensuring data sovereignty from German cloud data centers. COMLINE will also use the solution to further automate its own IT operations.
BMW Group boosts production efficiency with NVIDIA DGX and generative AI
BMW Group uses NVIDIA DGX systems to train deep-learning-based synthetic data generation models that power SORDI (Synthetic Object Recognition Dataset for Industries), the largest open-source dataset for industrial AI with over 800,000 photorealistic images across 80 categories. DGX systems deliver an 8x boost in data scientist productivity and 4-6x improved performance over BMW's prior legacy systems; AI training for door-sill defect detection now takes under an hour using as few as five images, and the time required for employees to implement AI automation in QA tasks overall has been cut by more than two-thirds.
BMW Group· GermanyNVIDIA DGX · NVIDIA Base Command · NVIDIA AI Enterprise +2NPG launches AI-powered 'Frag Mich' article chat for subscribers
Neue Pressegesellschaft (NPG), publisher of Südwest Presse, Märkische Oderzeitung and Lausitzer Rundschau, launched 'Frag Mich', a question-answering chat feature built with AI vendor Retresco. Subscribers can ask free-form questions about current and archived articles; a RAG system answers using only editorially reviewed content and cites sources.
Neue Pressegesellschaft (NPG)· GermanyRetresco RAG platformRTLZWEI Hones Competitive Edge with Red Hat OpenShift AI
RTLZWEI, a German broadcaster and digital media company, modernized its on-premise core system BOBY by deploying Red Hat OpenShift Platform Plus and Red Hat OpenShift AI, with guidance from Red Hat Consulting and Red Hat Training. A proof of concept integrated NVIDIA H100 GPUs with Red Hat OpenShift AI, using Whisper on vLLM to speed up video transcription for subtitles, dubbing and accessibility. By fine-tuning the transcription model with its own data, RTLZWEI reduced the word error rate by 33%. The platform also hosts LLMs for data science experiments, forecasting and fine-tuning, running on-premise to meet data sovereignty and cybersecurity requirements.
RTLZWEI· GermanyRed Hat OpenShift Platform Plus · Red Hat OpenShift AI · Red Hat Enterprise Linux +5
BMW Group deploys humanoid robots in production with Hexagon and Figure AI
BMW Group carried out an initial test deployment of Hexagon's humanoid robot AEON at its Leipzig, Germany plant in December 2025, part of a phased program with a further test deployment planned for April 2026 ahead of the actual pilot phase starting summer 2026. This follows an earlier, successfully completed pilot with Figure AI's Figure 02 robot at BMW's Spartanburg, USA plant: over ten months, Figure 02 worked ten-hour shifts five days a week, supporting production of more than 30,000 BMW X3 vehicles by removing and positioning sheet metal parts for welding, moving more than 90,000 components across roughly 1.2 million steps and 1,250 operating hours. BMW created a new 'Center of Competence for Physical AI in Production' to evaluate and scale humanoid robotics -- combining digital AI agents with physical robots -- across its production network.
BMW Group· GermanyHexagon AEON · Figure AI Figure 02 · BMW Smart Robotics ecosystem
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Landeshauptstadt Wiesbaden· GermanyDeutsche Telekom and NVIDIA launch sovereign Industrial AI Cloud for German manufacturers
Deutsche Telekom and NVIDIA unveiled the Industrial AI Cloud, a sovereign, enterprise-grade AI platform built in German data centers with up to 10,000 NVIDIA GPUs (including DGX B200 systems and RTX PRO Servers), NVIDIA AI Enterprise and NVIDIA Omniverse, going live in early 2026. Siemens will use the platform to accelerate industrial AI adoption; Mercedes-Benz and BMW will run AI-driven digital twin simulations for vehicle development; Agile Robots will train and validate robotic foundation models; and Wandelbots NOVA will run digital-twin-based testing and deployment on factory floors.
Deutsche Telekom· GermanyNVIDIA DGX B200 systems, RTX PRO Servers, NVIDIA AI Enterprise and NVIDIA Omniverse, powered by up to 10,000 NVIDIA GPUs in German data centersBMW uses NVIDIA Omniverse Enterprise and Isaac Sim to build digital twins of its factories
BMW, which produces 2.5 million cars a year with 99 percent of them customized before purchase, uses NVIDIA Omniverse Enterprise to simulate its factories in real time as a photorealistic digital twin, connecting applications like Bentley Microstation and Autodesk Revit. BMW also employs NVIDIA Isaac Sim to train delivery robots using synthetic data generation with domain randomization, and NVIDIA Fleet Command to orchestrate robots and machines across its production network.
BMW· GermanyNVIDIA Omniverse Enterprise · NVIDIA Isaac Sim · NVIDIA Fleet Command +3BMW Group scales Virtual Factory digital twins to cut production planning costs by up to 30 percent
BMW Group is industrialising its Virtual Factory, with production planners continuously scaling applications in digital twins of over 30 production sites built on NVIDIA Omniverse. Automated collision checks for new vehicle models that once took almost four weeks of real-world testing now take three days to simulate virtually, and production planning costs are projected to fall by up to 30 percent.
BMW Group· GermanyNVIDIA OmniverseNeue Pressegesellschaft launches AI article chat 'Frag Mich' with Retresco
German media group Neue Pressegesellschaft (NPG), whose news portals get around 24 million visits a month, launched 'Frag Mich' ('Ask Me'), an AI question-answering feature built with Retresco using Retrieval-Augmented Generation (RAG) technology. Available in the mobile apps of NPG titles SÜDWEST PRESSE, Märkische Oderzeitung and LAUSITZER RUNDSCHAU, it lets subscribers ask free-form questions and get answers grounded exclusively in editorially reviewed articles, with clearly cited sources and links to original content.
Neue Pressegesellschaft· GermanyRetresco RAG technology (textengine.io)Frankfurter Allgemeine Zeitung relaunches app "FAZ. Der Tag" with AI-generated article summaries
Frankfurter Allgemeine Zeitung redesigned its news app "FAZ. Der Tag," which presents the most important topics of the last 24 hours along with a daily podcast and news quiz. The relaunched app offers AI-generated article summaries for a quick overview, alongside personalization by topic, a new design with improved navigation, and a read-aloud function. The publisher introduced a new subscription model for the app: free for the first 30 days, then €0.99 for the first month and €7.99 per month thereafter, with free access for FAZ+ and FAZ/FAS digital subscribers.
Frankfurter Allgemeine Zeitung (FAZ)· GermanySchaeffler unlocks factory insights with Microsoft Cloud for Manufacturing
Schaeffler, a global motion technology company with 10,000+ employees in Germany, worked with partner Avanade to pilot data solutions in Microsoft Fabric and a generative AI agent in Azure AI, part of Microsoft Cloud for Manufacturing, to unlock intelligence across diverse IT/OT systems (including ERP, SCM and MES) across a solution designed to scale to over 100 plants. Employees now ask the agent natural-language questions and get near real-time insights such as scrap rates, yields and energy usage; for example, asking what caused downtime on a line yields an instant detailed response instead of engineers spending hours investigating.
HARTING reduces design time from weeks to minutes with Siemens and Azure AI
HARTING, a German maker of industrial connectors with more than 27,000 product options, built an AI-guided Han® Configurator powered by Microsoft Azure OpenAI Service and Microsoft Cloud for Manufacturing that lets customers describe requirements in natural language and get guided to the right product in about one minute, down from 15-20 minutes. For custom designs, a companion tool built by HARTING's Innovation Hub interoperates with Siemens' NX and Simcenter (part of Siemens Xcelerator) to refine 2D layouts, generate 3D models and run basic thermal FEM simulations, cutting custom prototype creation from weeks to minutes.
HARTING· GermanyAzure OpenAI Service · Microsoft Cloud for Manufacturing · Siemens NX +2Süddeutsche Zeitung: Lokalinformationen per WhatsApp
Süddeutsche Zeitung (SZ) launched WhatsApp channels for districts around Munich, offering free local news, event information and regional updates. Content comes from SZ's local newsrooms and is supplemented by automatically generated information produced in cooperation with Berlin media startup Beat Squares, which uses AI to process data from publicly accessible sources. All contributions are editorially reviewed before publication. More than 4,000 users subscribed within the first three days.
Süddeutsche Zeitung· GermanyDeutsche Telekom partners with McKinsey to scale hyper-personalized agent training with gen AI
Deutsche Telekom partnered with McKinsey to build a generative-AI-powered learning and coaching engine to upskill 8,000 human agents in the field and call centers. The team spent six weeks diagnosing agent needs with millions of data points, then four months building and refining the MVP, embedding prompts into agent workflows (e.g. a training video is triggered if an agent struggles with eSIM activation). The likelihood of customers recommending the company increased by 14%.
Deutsche Telekom· Germany