Generated by Rank Math SEO, this is an llms.txt file designed to help LLMs better understand and index this website. # MobiLab Solutions GmbH: Software Artists ## Sitemaps [XML Sitemap](https://mobilabsolutions.com/sitemap_index.xml): Includes all crawlable and indexable pages. ## Posts - [Building an AI Strategy That Works at Enterprise Scale](https://mobilabsolutions.com/2026/06/building-an-ai-strategy-that-works-at-enterprise-scale/): For most large organizations, AI has moved beyond initial exploration. The pressing challenge is how to build AI products in a way that is scalable, secure, governed, and meets the internal and industry standards. - [Unlocking AI Value Faster: The Semantic AI Approach Behind Axium](https://mobilabsolutions.com/2026/05/the-semantic-ai-approach-behind-axium/): AI investment continues to grow across industries, but delivering value remains a challenge. A recent study by MIT found that 95% of companies reported no measurable return on their AI projects pointing to integration gaps and unclear alignment with how businesses operate. Axium, MobiLab's Semantic AI platform, addresses this disconnect by reducing the friction between AI capabilities and enterprise workflows. - [Bassel’s Story](https://mobilabsolutions.com/2026/04/bassels-story/): Bassel is one of our Fullstack Engineers at MobiLab. In this post, he tells us all about his MobiLab journey. - [Agentic AI is Changing the Economics of Cloud Operations](https://mobilabsolutions.com/2026/02/agentic-ai-changing-the-economics-of-cloud-operations/): While infrastructure becomes more flexible and dynamic, operations become more complex. With its Agentic AI for Operations, MobiLab is redefining how Cloud Operations scale in both speed and cost. - [Fueling Enterprise AI: Axium, The Engine That Turns Data Into Motion](https://mobilabsolutions.com/2025/09/fueling-enterprise-ai-axium-the-engine-that-turns-data-into-motion/): Data was the oil of the digital age. Knowledge is the power of the AI age. Discover how Axium Semantic AI makes that power work for your business. - [Unlocking Cloud Value: A Workload-Centric Approach](https://mobilabsolutions.com/2025/09/unlocking-cloud-value/): In this joint paper, Kearney and MobiLab explore how companies can optimize their Cloud footprint and quantify costs. Read all insights here. - [MobiLab Demonstrates Its Strong AI Expertise](https://mobilabsolutions.com/2025/07/mobilab-demonstrates-its-strong-ai-expertise/): MobiLab Earns Two Prestigious Microsoft AI Specializations, Strengthening Its Leadership in AI Innovation - [Konstantinos\’ Team Lead Story](https://mobilabsolutions.com/2025/07/konstantinos-team-lead-story/): Konstantinos is one of our team leads at MobiLab. In this post, he tells us all about his MobiLab journey. - [Cloud Integration as Competitive Leverage](https://mobilabsolutions.com/2025/06/cloud-integration-as-competitive-leverage/): A conversation with Martin Bierach (B. Braun) about how MedTech companies can responsibly accelerate innovation through Cloud Integration. - [Cloud Adoption Strategy Starts with Cloud Assessment:<br>How to Get It Right](https://mobilabsolutions.com/2025/06/cloud-adoption-strategy-assessment/): When businesses consider Cloud migration, the spotlight often falls on tools, timelines, or technologies – along with the question: How much can we reduce our IT infrastructure costs? - [Accelerating Software Delivery With a Tailored Token System](https://mobilabsolutions.com/2025/06/accelerating-software-delivery-with-a-tailored-token-system/): How a state-of-the-art token system can empower you to build AI-driven products faster and with a better user experience. - [MobiLab Solutions recognized as the NetApp Cloud Partner of the Year for EMEA & LATAM](https://mobilabsolutions.com/2025/06/mobilab-solutions-netapp-cloud-partner-of-the-year/): MobiLab named NetApp’s Cloud Partner of the Year for EMEA & LATAM, recognized for excellence, innovation, and quality in Cloud Integration solutions. - [AI at Scale: The Foundation for Enterprise-Grade AI Chatbots](https://mobilabsolutions.com/2025/05/ai-at-scale-the-foundation-for-enterprise-grade-ai-chatbots/): Artificial Intelligence (AI) chatbots have rapidly evolved from simple conversational agents to indispensable tools for business operations. The potential is boundless, whether it’s automating customer support, generating actionable insights, or enabling natural-language-powered data exploration. - [Simplifying ESG Reporting with Axium’s Sustainability Template and Microsoft Fabric](https://mobilabsolutions.com/2024/12/esg-reporting-with-mobilab-template/): Powered by MobiLab's Ontology platform, Axium, the Sustainability Template transforms ESG reporting from a tedious process into a streamlined, easy-to-manage workflow designed to be used by sustainability managers and their teams without requiring significant IT involvement. - [MobiLab’s Leap into Design Systems: Steering an Evolving Design System with a Software Mindset](https://mobilabsolutions.com/2024/11/mobilabs-leap-into-design-systems/): Consistency and efficiency are crucial for creating user-friendly, visually appealing products. How MobiLab's design system gives our team a significant boost in collaboration and help us deliver scalable and cohesive digital products for our clients. - [An Overview of Microsoft Fabric: A Unified Data Platform for Modern Organizations](https://mobilabsolutions.com/2024/09/microsoft-fabric-unified-data-platform/): Microsoft Fabric promises to help organizations simplify data management and streamline the entire data lifecycle within a single cloud-based platform. Learn more about how it can impact your current operation. - [Celebrating Our Microsoft Partner of the Year Award: The Journey Behind the Accolade](https://mobilabsolutions.com/2024/08/celebrating-our-microsoft-partner-of-the-year-award-the-journey-behind-the-accolade/): As a fast-growing company, we understand that scaling culture is as important as scaling business. - [MobiLab Solutions recognized as the winner of 2024 Microsoft Partner of the Year Awards](https://mobilabsolutions.com/2024/06/2024-microsoft-partner-of-the-year-awards/): MobiLab is honored for providing outstanding solutions and services, and its corporate culture. - [Leveraging Generative AI for Proprietary Data – A Use Case for Vector Databases](https://mobilabsolutions.com/2024/05/leveraging-generative-ai-for-proprietary-data-a-use-case-for-vector-databases/): How you can quickly apply AI to your proprietary data while protecting ownership of data and privacy. A Use Case for Vector Databases by MobiLab- - [Harmonizing UX and Scrum in an Agile World](https://mobilabsolutions.com/2024/01/ux-and-scrum-in-an-agile-world/): Explore the harmonization of UX and Scrum for agile product success. Discover efficient processes, collaboration, and insights in this blogpost. - [ESPC 22 – Great Conference for Security Specialists](https://mobilabsolutions.com/2023/09/espc22-conference-for-security-specialists/): Michi had the pleasure to visit ESPC 2022 conference in Copenhagen. In this blog post, Michi will share a few insights of his trip, some learning and takeaways that he had. - [Ian’s Migration Specialist Story](https://mobilabsolutions.com/2023/07/ians-migration-specialist-story/): Ian is one of our Migration Specialists at MobiLab. In this post, he tells us all about his MobiLab journey. - [Witold’s Team Lead Story](https://mobilabsolutions.com/2023/04/witolds-team-lead-story/): Witold is one of our team leads at MobiLab. In this post, he tells us all about his MobiLab journey. - [Saira’s Developer Journey](https://mobilabsolutions.com/2023/03/sairas-developer-journey/): Saira is one of our developers at MobiLab. In this post, she tells you all about her MobiLab developer journey. - [Cloud Financial Operations – Leverage the full potential of the cloud](https://mobilabsolutions.com/2023/03/cloud-financial-operations/): This blog introduces the topic of Financial Operations and how it can help you to succeed with the transformation into the cloud. It describes the major building blocks to enable data-driven decision-making and presents the MobiLab FinOps dashboard as the essential tool to operate the cloud in a cost-efficient and high-performance manner. - [Mahoor’s MobiLab Engineering Journey](https://mobilabsolutions.com/2023/03/mahoor-engineering-journey/): Mahoor is one of our engineers at MobiLab. In this post, he tells us all about his MobiLab engineering journey. - [Azure Databricks Cluster Configuration for Decision Support Workloads](https://mobilabsolutions.com/2022/12/azure-databricks-cluster-configuration-for-decision-support-workloads/): In this blog post, we decribe the best practices in configuring Azure Databricks clusters suitable for decision support workloads in our typical customer projects. - [The Leader’s Mindset](https://mobilabsolutions.com/2022/08/the-leaders-mindset/): MobiLab is specialized on Cloud Integration (bringing together Cloud Adoption and Data Integration). Read our blog post from Pouya Azimi, where he shares his thoughts on what the Leader's Mindset means to him, inspired by his growth with MobiLab. - [Archivum | Performing Blockchain Magic](https://mobilabsolutions.com/2022/02/archivum-performing-blockchain-magic/): Find out more about Archivum's most innovative feature: Blockchain magic! In this blog post, you get to peek behind the curtain and get a closer look at our archiving solution's inner workings! - [Azure TCO & Cloud Enablement | Why Is a Cloud Assessment Needed?](https://mobilabsolutions.com/2022/01/azure-tco-cloud-enablement-why-is-a-cloud-assessment-needed/): Ever wondered about how MobiLab approaches its Cloud Assessment and why it is needed? Find out more! - [How We Bring Our Company Culture to Life](https://mobilabsolutions.com/2021/11/how-we-bring-our-company-culture-to-life/): Becoming a decade old and creating success as a company while at the same time fostering a company culture that employees will look up to isn’t something that’s easy to come by. - [Archivum | Leveraging Cold Storage](https://mobilabsolutions.com/2021/06/archivum-leveraging-cold-storage/): This is a blog post about the way MobiLab's archiving solution Archivum smartly utilizes different storage tiers (as well as the thought processes behind creating the feature itself!) - [Archivum | A Cloud-Based Archiving Solution](https://mobilabsolutions.com/2021/04/archivum-a-cloud-based-archiving-solution/): This is a blog post about Archivum, MobiLab's first own product. It covers the experiences during development and its features as well as the thought processes behind each of them. - [A Primer into Cloud Adoption](https://mobilabsolutions.com/2021/03/a-primer-into-cloud-adoption-part-1/): MobiLab is specialized on Cloud Integration (bringing together Cloud Adoption and Data Integration). As such we support our customers to transform into a cloud native organization and operate with their full data potential anytime & anywhere. - [Elements of Cloud Governance](https://mobilabsolutions.com/2021/02/elements-of-cloud-governance/): This is the first post in a series of posts detailing our shared experience in developing and implementing Cloud Governance models. - [A Proper Kubernetes Readiness Probe with Spring Boot Actuator](https://mobilabsolutions.com/2020/04/a-proper-kubernetes-readiness-probe-with-spring-boot-actuator/): The most common mistake for Kubernetes probes implementations and how to prevent it with Spring Boot Actuator. - [How to Build A Managed Cloud Data Service](https://mobilabsolutions.com/2020/03/experience-on-building-managed-cloud-data-services/): We recently worked on providing a self-service cloud platform that enables companies and end-users to install complex tools (e.g. MongoDB, InfluxDB, etc.) with just a few clicks. - [Simplified Registration & Check-out](https://mobilabsolutions.com/2020/03/simplified-registration-check-out/): We redesigned the registration and checkout flows in the Vapiano App to make guests enjoy their experience in the Vapiano restaurants even more. - [Stash! SDK](https://mobilabsolutions.com/2019/12/stash-sdk/): We are open sourcing our Payment SDK - Stash!. It supports 3 payment service providers, handles 3D Secure 2, and includes a UI for both Android and iOS. - [Let’s Put Lipstick On A Pig](https://mobilabsolutions.com/2019/09/lets-put-lipstick-on-a-pig/): We all struggle to implement the best development flows, approaches, and ways to tackle design challenges within our teams. Learning how the best designers in the tech scene are doing it can surely help us find the correct path out of the maze. - [Experience on building a data integration platform](https://mobilabsolutions.com/2019/04/experience-on-building-a-data-integration-platform/): Data Integration Platform helps organisations deliver master data reliably to all of the consuming systems. The platform removes the implementation and maintenance problems caused by the compounding number of integrations between data providers and consuming systems. - [A Practical Technology Stack for Developing Multiple Interrelated Universal Web Apps](https://mobilabsolutions.com/2019/03/a-practical-technology-stack-for-developing-multiple-interrelated-universal-web-apps/): In one of our current projects, we are developing, testing and deploying several next.js React & Redux universal web apps in a mono-repo. Using lerna, we have an easy time managing interdependencies and versioning our apps. We’ve built a design system based on atomic design that helps us organize code and assure consistency across the apps. We implement all our UI code with styled-components. - [The 8 Great Valuable Lessons I’ve Got From The World’s Best Designers](https://mobilabsolutions.com/2019/03/the-8-great-valuable-lessons-ive-got-from-the-worlds-best-designers/): We all struggle to implement the best development flows, approaches, and ways to tackle design challenges within our teams. Learning how the best designers in the tech scene are doing it can surely help us find the correct path out of the maze. - [Estimations: Predicting Small Parts of the Future (Part 2)](https://mobilabsolutions.com/2019/02/estimations-predicting-small-parts-of-the-future-part-2/): Estimates done by software engineers are in most cases still superior to other methods. With sufficient information, they can be accurate enough to be useful. Expect some over-optimism and overconfidence. - [Estimations: Predicting Small Parts of the Future (Part 1)](https://mobilabsolutions.com/2019/02/estimations-predicting-small-parts-of-the-future-part-1/): Estimates done by software engineers are in most cases still superior to other methods. With sufficient information, they can be accurate enough to be useful. Expect some over-optimism and overconfidence. - [Why We Switched to Cilium](https://mobilabsolutions.com/2019/01/why-we-switched-to-cilium/): As Kubernetes is taking over the world and spreads everywhere, the number of people who are confused about cluster networking is increasing. Once these people finally grasp Kubernetes networking model, they will be faced with another problem - choosing a CNI plugin - which is a hard choice to make. - [Vapiano’s Food Ordering Gone Mobile](https://mobilabsolutions.com/2019/01/vapianos-food-ordering-gone-mobile/): Ordering food has never been easier - we at MobiLab moved it to a whole new level. By using the Vapiano app with just a couple of steps, you can now get your favourite meal delivered directly to your table. - [When Slack and MobiLab Met](https://mobilabsolutions.com/2018/11/when-slack-and-mobilab-met/): Recently I saw a slack commercial on TV in Germany and realized that Slack has become mainstream even outside of the US. That made me remember how my company (MobiLab - a software engineering company focussed on MDM and Payment) started using this collaboration tool. - [Automatic Login Using Deep Links on iOS](https://mobilabsolutions.com/2018/09/automatic-login-using-deep-links-on-ios/): In this blog post we will demonstrate how to make the transition from one mobile app to another mobile app as seamless as possible. The technique we show is also applicable when migrating users from a web app to a mobile app. - [Devoxx 2017 Belgium: My top list of videos](https://mobilabsolutions.com/2018/07/devoxx-2017-belgium-top-list-videos/): Last month, I was at one of the biggest conferences of JAVA world – Devoxx Belgium. As a software developer, it was a big chance to attend presentations and talks from big names like Venkat Subramaniam, Brian Goetz and Mark Reinhold. ## Pages - [Data Integration](https://mobilabsolutions.com/data-integration/): We value MobiLab as a partner that not only showed extensive technical expertise but also impressed with dedication, cooperative approach, and team spirit. A big thank you to the team who partnered with us to make this happen.”Designed for AI. Built on Microsoft Azure.Microsoft Azure provides the AI-ready backbone for a modern, scalable data platform. MobiLab ensures it is implemented using proven templates and real-world experience in migration, modernization, and scaling.Native integration of AI-driven services and workflowsDecentralized, scalable operations supported by intelligent automationA broad data integration toolchain — avoiding rigid data monolithsSelf-service access to centralized, AI-enabled infrastructureCentral governance with AI-assisted access control and securityCollaborative tools and integrations to boost productivityWhy Leaders Choose MobiLabTailored — Not GenericYour platform is custom-built to your organization’s requirements and industry standards, with AI-driven automation from day one.Fast, Reliable, and SecureAccelerate decision-making with confidence, supported by robust infrastructure, governance, and intelligent workflows.You Stay in ControlNo vendor lock-in. You own your data, infrastructure, and use cases. We build autonomy — not dependency.Scalable by DesignFrom pilot use cases to enterprise-wide adoption, the platform scales seamlessly across teams, regions, and data volumes - with AI ensuring adaptability and performance.Ready to Build Your AI-Ready Data Platform? - [Agentic AI for Operations](https://mobilabsolutions.com/agentic-ai-for-operations/): Driving Efficiency with Agentic AI for OperationsRun your IT and OT operations with autonomous intelligence. MobiLab’s Agentic AI for Operations, powered by Axium, brings self-managing, adaptive AI agents that sense, decide, and act in real time. They reduce manual work, cut costs, and improve SLAs with minimal human oversight.Start your Agentic AI journey today →Today’s enterprises face growing complexity in hybrid IT and OT environments. Agentic AI for Operations, powered by MobiLab’s Semantic AI platform Axium, introduces a new operational paradigm: autonomous agents that continuously monitor, optimize, and heal infrastructure. They maintain reliability, efficiency and compliance while significantly reducing operational effort.Proven Impact in Real-World DeploymentsSee how Agentic AI can transform your operations. Talk to an expert. →lower infrastructure costsless manual effortSLA performanceScale Without Growing ComplexityAgentic AI for Operations connects your entire IT and business landscape into one intelligent ecosystem. It transforms reactive operations into self-improving systems, freeing experts to focus on innovation.Incoming requests from chat channels, monitoring systems, and service tickets are routed to the Agentic Core, which selects the most efficient AI model for each task – large models for complex reasoning, lightweight models for routine actions. This ensures fast, accurate responses, while reducing compute and storage cost. - [Axium Semantic AI](https://mobilabsolutions.com/axium/): Further InsightsFrequently Asked Questions (FAQ)Axium can deliver transformative outcomes for your organization. Learn more about its capabilities, security and design principles, and extensibility to other environments.01. Core CapabilitiesOur customers tell us that Axium significantly enhances their bottom line by: - [Product People Meetup with MobiLab](https://mobilabsolutions.com/product-meetup-with-mobilab/): Join the Product People Cologne Meetup - [Responsibility](https://mobilabsolutions.com/responsibility/): Our Commitment to a Better FutureAt MobiLab, we measure success not just by innovation but by our impact on the world around us.Discover ↓Our Journey: Guided by Compassion, Humbleness, Ownership & PassionAt MobiLab, we are committed to sustainability, inclusivity, and diversity, striving to make a positive difference for both people and the planet. As a software engineering company, we are also aware of the responsibility that comes with creating technology. - [NetApp Migration to Microsoft Azure](https://mobilabsolutions.com/netapp-migration/): Migrate Your NetApp Environment to AzureBenefit from a lower total price tag and a higher SLA.MobiLab, a trusted Microsoft and NetApp partner, enables seamless, full-scale migration of your on-premises NetApp environment to Azure with zero data loss, no compromise in performance, and full functionality preserved.Start now with an assessment of your NetApp infrastructure and develop the right migration path into a secure Cloud future.START NOWAs organizations face rising costs and complexity in managing on-premises data centers, migrating to the Cloud is no longer just an option – it’s a strategic move.By migrating your NetApp infrastructure to Microsoft Azure, you can reduce operational costs, strengthen data security, and scale your storage capabilities with ease.Our proven migration framework guarantees zero business interruption while enabling you to modernize your infrastructure with confidence. - [Our Partners](https://mobilabsolutions.com/partnerships-tech-industry/): Our PartnersPowering innovation through trusted partnerships with top tech leaders.Discover ↓Collaboration Drives InnovationAt MobiLab, we partner with some of the most trusted names in technology to deliver exceptional solutions and create meaningful business impact.We are committed to continuing to grow and strengthen our strategic alliances to deliver cutting-edge software engineering solutions tailored to our customers’ needs.MicrosoftAs an award-winning and certified Microsoft Solutions Partner, we leverage industry-leading platforms, tools, and expertise to help businesses unlock the full potential of their data. - [Services Innovators](https://mobilabsolutions.com/services-innovators/): Transform challenges into opportunitiesOffering tailored strategies that address complex needs for a different future.Our expert team combines innovative techniques with tailored solutions to bring exceptional value to each project we handle. Specializing in biochemical research, we provide cutting-edge services designed to meet the unique needs of industries across healthcare, and biotechnology.Discover MoreReal stories of impact and growthOur clients share how our solutions help them with new challenges, build resilience, and synergy.David Kahn · Chief Executive Officer“ Working with this team has been a game-changer. Their deep industry expertise combined with the groundbreaking insights of visionary scientists is truly unmatched. ”● Services ListDriven by the expertise of leading investors and backed by forward-thinking innovators.Flood risk modelingOur sustainability consulting supports organizations in creating eco-friendly practices tailored to their unique goals. We guide teams through resource-efficient strategies that align with both environmental and business objectives.Strategy assessmentOur data-driven climate risk assessments provide detailed insights into potential environmental impacts, helping businesses and communities prepare for extreme weather events. We identify vulnerabilities and offer actionable strategies.Sustainability consultingUsing advanced hydrology and AI-driven models, we deliver precise flood risk predictions. Our approach helps clients safeguard infrastructure and make informed decisions for flood-prone areas, minimizing potential damage and costs.Real-time monitoringWith our real-time monitoring and alert systems, clients receive instant updates on environmental threats. This proactive approach ensures rapid response, enhancing safety and reducing disruptions in critical operations. - [SAP Cloud Migration](https://mobilabsolutions.com/sap-cloud-migration/): Unlock Your Future with a Seamless SAP Migration to AzureThe clock is ticking to plan your migration to SAP S4/HANA, as the maintenance of SAP ECC ends in December 2027. Embarking on your journey to a modern, scalable, and future-ready SAP environment can be seamless and exciting. - [Cloud Adoption](https://mobilabsolutions.com/cloud-adoption/): AVS is the perfect starting point on your Cloud Adoption Journey.Start now →NetApp Migration to AzureManaging on-premises NetApp storage comes with rising costs, complex maintenance, and frequent hardware renewals. - [Axium Sustainability Template](https://mobilabsolutions.com/sustainability-template/): Accelerate Your Sustainability ReportingSkip the hassle of data modeling, KPI calculation, and dashboard design. MobiLab’s ready-to-use, AI-powered Sustainability Template empowers you to launch your sustainability reporting in record time.Get in touch to learn more about our Sustainability TemplateSTART NOWTurn Data into Insights, Actions and Auditable ReportsCorporate sustainability and ESG reporting are moving towards mandatory disclosure, requiring more efficient and accurate tracking methods. - [Projects](https://mobilabsolutions.com/cloud-solutions/): Accelerating Growth and InnovationWe are specialized in Cloud Integration and support our customers throughout their entire Cloud transformation journey. Our commitment to engineering excellence with a deep understanding of the customer's domain enables us to deliver maximum value.Discover ↓We empower companies and organizations across diverse industries to seamlessly transition to the Cloud and maximize its potential by building robust Data Integration Platforms from source to destination.Our tailored solutions have enabled our customers to achieve a significant impact, driving both success and innovation.Through our case studies, you’ll gain an in-depth understanding of the challenges our clients faced, the strategies we implemented, and the measurable results we achieved together.Explore these stories to see how we can help you boost your Cloud transformation journey.Cloud AdoptionData IntegrationCloud Native ServicesCloud AdoptionMobiLab - the fastest in Cloud Adoption - delivers the best end-2-end experience for your Cloud journey by aligning all processes, systems, and people for a successful Cloud Adoption.View All →Data IntegrationOur proven Data Integration Platform helps streamline & modernize your data architecture to build reliable data integrations from source to destination.View All →Cloud Native ServicesMobiLab augments your team with experts to rebuild and refactor applications to the extent that all infrastructure concerns are shifted to the platform. In addition, we empower your teams with new capabilities if needed.View All →⸻ THE MOBILAB APPROACHCommitted to Engineering ExcellenceOur customers are the key domain holders of their industries. We support them in their aspiration to become a Cloud-native organization. MobiLab integrates with the customer team, shares experiences in the technical, design and business sides of solid engineering. From engineers, architects, project managers, designers to product owners, at MobiLab we take pride in bringing our knowledge and energy to other teams and leaving a stunning experience.01. Engineering Standards02. Extensive Domain Knowledge03. Team Integration04. Solid Architecture PrinciplesKnowing What To BuildThe hardest part in engineering is deciding precisely what to build. At MobiLab we establish detailed technical requirements, including all interfaces to people and software systems while at the same time minimizing the amount of written code.Measuring What MattersMost projects challenge with the establishment of the right metrics, which give an unbiased view of the project progress and empower teams to take the right counter-measures if the project gets off-track. At MobiLab we ensure to measure what matters.Let's engineer for production!Get in Touch! - [Cloud Integration](https://mobilabsolutions.com/cloud-integration/): We worked with MobiLab to build a highly scalable and customizable cutting-edge application on our corporate Data & Analytics platform. This application will enable us to fully digitalize our go-to-market approach and achieve a real step-change in how we define and execute our business strategies as a synchronized team. - [About Us](https://mobilabsolutions.com/software-engineering/): Technology and software have taken over big parts of the value chain in the last 10 years, enabling cloud-native companies to build high-growth, high-margin, highly defensible businesses.The computer r|evolution has brought tectonic shifts in how organizations run their businesses. On top, cloud computing and data mining have accelerated the pace of creative destruction putting the old economy into a struggle for survival.At MobiLab, we believe that competition is only one click away, thus giving us the day-one mindset and focusing on the relevant things.Our promise to our customers is to bring software-defined Cloud Integration with our mindset - a combination of great research, a pro-risk culture, reliable & solid delivery - into their organizations.Creative Destruction at WorkOur Stunning TeamMeet our stunning colleagues at MobiLab! We are proud of our risk-taking DNA, believing in freedom & responsibility and that both go hand-in-hand. Located in Cologne, we bring our expertise from different industries and combine it with research and practical backgrounds in Software Engineering, Statistics, Physics, Mathematics, Computer Science, and Economics.Making a Meaningful DifferenceAt MobiLab, we are committed to contribute to a more responsible future. We take pride in our efforts to give back through donations, volunteer days, and initiatives that support other people.Learn more about our initiativesLet's go forward together and prepare for tomorrow's challenges today!GET IN TOUCH - [Open Positions](https://mobilabsolutions.com/jobs/open-positions/): Unsure about the right role? - [Jobs](https://mobilabsolutions.com/jobs/): At MobiLab, you’ll find a community you can count on, built around our four virtues: Passion, Humbleness, Ownership, and Compassion. They enable us to constantly challenge the status quo by analyzing the best code, metrics, and arguments. - [AVS Cloud Migration](https://mobilabsolutions.com/avs-cloud-migration/): Run Your VMware Workloads on the Microsoft Azure CloudMove seamlessly to the Cloud with Azure VMware Solution (AVS), while retaining all your existing data with zero downtime. Reduce your IT costs and unlock efficiency with AI-enabled infrastructure.Find out how you can start your Cloud Journey now.Download Whitepaper NowMove to the Cloud Using Azure VMware SolutionEmbarking on the journey from the datacenter to the Cloud offers different pathways: Relocate, Rehost or Modernization of your workloads.   - [Teams & Stack](https://mobilabsolutions.com/jobs/teams-and-stack/): Explore Our Domains and TechnologiesOur team of experts comes from a wide range of research and practical backgrounds. Find out more about our domains and the key technologies we work with.view our open positionsBeing Part of the TeamA Workplace Where Ideas ThriveAs software permeates every aspect of our lives we chose agile delivery in every aspect of our work. We prioritize a high iteration speed for increased learning and innovation rates.As our work becomes more impactful we support each other to specialize in narrower aspects of the overall delivery. Are you ready to join our team?Radu Creanga, Director of Engineering”Individual knowledge grows when it is applied. Group knowledge grows when it is shared. Organisation knowledge grows when sharing is ingrained in the company culture. My job is to foster knowledge sharing. My satisfaction is watching it grow.“United in One Goal: Cloud IntegrationWe see Cloud Integration as the vehicle which brings digital transformation to our customers - for each employee in every line of business. This vertical integration of infrastructure, data, and application layers is what allows them to operate at their full data potential - anytime & anywhere.Cloud AdoptionWe migrate our customers' workloads to the Cloud, build private Cloud infrastructures, or implement Cloud governance frameworks.View the story of Samuel →Data IntegrationWe automate a reliable Data Integration from source to destination and create a shared understanding of data for everyone involved in decision making.View the story of Saira →Cloud Native ServicesWe augment our clients' teams with experts to re-build and refactor applications to the extent that all infrastructure concerns are offloaded to the platform.View the story of Mahoor →Technologies We Work WithTech stack - Cloud Adoption“We believe that the future promises a seamless and infinitely scalable infrastructure that gets out of the way when leveraging an organization's full data potential. At MobiLab, we deliver on this promise through a transformative foundation work that discovers, extends, and integrates the existing environment with the cloud and introduces cloud-native processes and tools that help organizations across the globe become - truly - Cloud Native.”João Rodrigues, Director of Cloud AdoptionTech stack - Data Integration“Uncovering value from data is the foundation of our future, while crafting scalable value is the key to industry leadership. Our goal is to empower our customers to effortlessly integrate data and AI into their everyday lives.”Severin Müller-Platz, Head of Data IntegrationTech stack - Cloud Native Services“We believe the realm of Cloud is a collaborative canvas, and we weave our belief into the fabric of our way of work. Our efforts go beyond fashioning top-tier Cloud Native solutions for our clients; we extract wisdom from the boundless reservoir of learning opportunities that the cloud presents to us, much like an alchemist extracting precious secrets from the cosmic ether!”Fardin Karimi, Director of Product & ProcessesMobiLab Blog: Insights From Our Software ArtistsVIEW ALL BLOG POSTSInterested in Joining Our Team?Have a look at our open positions or send us an email with your CV and a short description of the position that you would like to fill at MobiLab. We promise to read it and get in touch if we need someone with your profile!view our open positionsSend us an email - [SQL Database Migration & Modernization](https://mobilabsolutions.com/sql-database-migration-and-modernization/): Start your SQL Database Migration & ModernizationDetermine the optimal modernization path towards a hassle-free SQL landscape by leveraging Azure Cloud.Get Your Solution Assessment - [SQL Modernization (Case Study)](https://mobilabsolutions.com/sql-database-modernization-cs/): Azure manages your databases and guarantees their high availability. Some features that might affect high availability or can't be used in PaaS world have limited functionalities in SQL Database and SQL Managed Instance. Check out the features comparison here.  - [SQL Modernization (One Pager)](https://mobilabsolutions.com/sql-database-modernization-op/): Azure manages your databases and guarantees their high availability. Some features that might affect high availability or can't be used in PaaS world have limited functionalities in SQL Database and SQL Managed Instance. Check out the features comparison here.  - [Contact Us](https://mobilabsolutions.com/cloud-software-services-contacts/): If you'd like to discuss working with us, find out more about the range of services we have to offer, or just want to have a chat, please get in touch. - [Archivum](https://mobilabsolutions.com/data-management-archivum/): Granular access rules make rights transparent and help to protect the privacy of your documents within your organization. ​Audit-proof through Blockchain Technology​Following a zero-trust approach, all file operations are logged and presented in audit trails. Once a day, details of all new logs are captured in a daily timestamp and submitted to the bitcoin blockchain, where they, once stored, cannot be modified any more. - [Homepage MobiLab](https://mobilabsolutions.com/): We value MobiLab as a partner that not only showed extensive technical expertise but also impressed with dedication, cooperative approach, and team spirit. A big thank you to the team who partnered with us to make this happen.”Christoph Schneider | Merz PharmaHead of Global IT Services & Infrastructure“MobiLab played a crucial role in making Merz Pharma’s Cloud Adoption journey a great success. The entire process from on-premises to the Cloud was completed within a few months, marked by a trustworthy and seamless collaboration. - [data privacy agreement](https://mobilabsolutions.com/privacy/): If you'd like to discuss working with us, find out more about the range of services we have to offer, or just want to have a chat, please get in touch. - [Imprint](https://mobilabsolutions.com/imprint/): If you'd like to discuss working with us, find out more about the range of services we have to offer, or just want to have a chat, please get in touch. - [Contact Us – Cologne](https://mobilabsolutions.com/cologne/): If you'd like to discuss working with us, find out more about the range of services we have to offer, or just want to have a chat, please get in touch. - [Contact Us – Berlin](https://mobilabsolutions.com/berlin/): If you'd like to discuss working with us, find out more about the range of services we have to offer, or just want to have a chat, please get in touch. - [Blog](https://mobilabsolutions.com/blog/): MobiLab BlogKnowledge sharing drives progress in our ever-evolving industry. In our MobiLab blog, we share knowledge and insights on Cloud Integration, Software Engineering, Data Ops, and MobiLab life.Discover ↓ - [Page 404](https://mobilabsolutions.com/page-404/) ## Portfolio - [Cutting Time-to-Production by 50% by Making Enterprise AI Development Scalable](https://mobilabsolutions.com/portfolio/transforming-enterprise-ai-delivery/): This changed how AI projects were executed:Up to 50% shorter timelines from idea to productionFaster and smoother compliance and approval processesReduced time spent evaluating technologies and approachesLowered development and operations costs, and increased reusability across teamsMore consistent, production-ready AI delivery⸻ STARTING POINTFragmented Knowledge, Slow Delivery, and High Uncertainty in AI DevelopmentAs AI adoption increased, teams across the organization began exploring use cases in parallel. While building proofs of concept was fast, delivering enterprise-grade solutions was slow and inconsistent. - [Turning an Energy Company’s IT Landscape into Actionable Insight](https://mobilabsolutions.com/portfolio/energy-connected-architecture-intelligence-with-axium/): A Global Energy ProviderIndustryYearStack⸻ Business ImpactTurning IT Complexity into a Foundation for Modernization, Governance, and Cost ReductionMobiLab helped a major European energy company transform fragmented architecture data into a governed, AI-enabled decision foundation with Axium, MobiLab's Semantic AI platform. - [A Foundation for Large-Scale, SAP-Centric Cloud Migration](https://mobilabsolutions.com/portfolio/a-foundation-for-large-scale-sap-centric-cloud-migration/): A Global ManufacturerIndustryYearStack⸻ Business ImpactControlled Migration at Scale, and a Foundation for Cloud-Native OperationsMobiLab helped a manufacturer with a global on-prem footprint transform a highly complex, infrastructure landscape supporting business-critical, production-grade SAP and non-SAP workloads into a scalable, Cloud-ready operating model on Microsoft Azure. - [From Manual VM Operations to an Agentic Cloud Operations Model in a Regulated Space](https://mobilabsolutions.com/portfolio/shift-to-agentic-ai-operations/): This new operating model reduced operational complexity and cost, enabled Cloud-like efficiency via Azure Local, and laid the foundation for Agentic IT operations. In our practice, Agentic AI reduces up to 80% of repetitive operational work in Cloud operations. - [Standardizing Sustainability Data for a Global Chemicals Leader with Axium](https://mobilabsolutions.com/portfolio/transforming-sustainability-data-with-axium/): A Global Chemicals CompanyIndustryYearStack⸻ Business ImpactFaster, Lower-Cost Sustainability Reporting at Enterprise ScaleMobiLab enabled the customer transform fragmented sustainability data into a coherent, governed architecture powered by Axium.After the transformation, the organization can deliver sustainability reporting significantly quicker and at a lower cost. Product Carbon Footprint (PCF) and Environmental Product Declaration (EPD) outputs are no longer built as bespoke initiatives but produced through standardized processes, reducing lead times and rework. - [AI-Powered PLM Migration with Axium: 85% Faster,
from 10 to 1.5 Years](https://mobilabsolutions.com/portfolio/ai-powered-plm-migration-with-axium/): Designed for streamlining data-heavy workflows, Axium leverages AI at its core to deliver reliability, scalability, and continuous learning.⸻ Business ImpactA New Era in PLM MigrationThe new AI-augmented pipeline reduced manual effort at every stage and dramatically accelerated the migration process. MobiLab built a system where AI wasn’t a side tool but a key actor in the migration.The new AI-augmented pipeline reduced manual effort at every stage and dramatically accelerated the migration process. MobiLab built a system where AI wasn’t a side tool but a key actor in the migration.85% faster migration:70% less SME reliance:Reusable logic and automation:AI-continuous learning built-in:Clean, structured, ready-to-use data:AI in three roles:Future-Ready OperationsThis project was more than just a migration; it was a strategic shift. MobiLab built a future-ready foundation that transforms how product knowledge is managed, scaled, and reused.A new outlook:1. Agnostic, source-neutral structured data2. From maintenance to innovation3. Liberated expert knowledge4. Governed AI by designBy embedding intelligence into both the process and the data, we enabled our client to accelerate migration with greater control, enhanced visibility, and growing confidence.Start small and scale.Axium is designed future-proof, for all businesses to organize their knowledge and leverage the power of data and actionable business insights.ASK FOR A DEMOLet's go forward. Together. - [How a Leading Manufacturer Automated Order-to-Production with Axium](https://mobilabsolutions.com/portfolio/automated-order-to-production-axium/): Discover how MobiLab enabled a global manufacturer streamline its RFP process with Axium Semantic AI. - [Leveraging Axium’s Unstructured Data Connectivity for RFP Process Optimization](https://mobilabsolutions.com/portfolio/axium-unstructured-data-connectivity-for-rfp-process-optimization/): Discover how MobiLab enabled a global manufacturer streamline its RFP process with Axium Semantic AI. - [Zero Delays, Zero Compliance Risks: Reinventing Engineer Deployment Operation with AI](https://mobilabsolutions.com/portfolio/engineer-deployment-operation-with-ai/): Discover how MobiLab enabled a global manufacturer automate and streamline the entire global field support process with customized AI. - [How Knorr-Bremse reduced cost with Azure VMware Solution](https://mobilabsolutions.com/portfolio/knorr-bremse-reduced-cost-with-avs/): A leading manufacturer of braking systems for rail and commercial vehiclesIndustryYearStack⸻ Executive Summary and Business ImpactBecoming a Cloud-First CompanyGlobal manufacturer Knorr-Bremse partnered with MobiLab and Microsoft to accelerate its Cloud transformation journey and move beyond the limits of on-premises datacenters. Together, we designed a clear migration strategy, built the business case, and relocated hundreds of applications and servers using Azure VMware Solution (AVS) without disruption. - [Unlocking Semantic AI at Scale: How Axium and MCP Power an Intelligent Sales Assistant](https://mobilabsolutions.com/portfolio/how-axium-power-ai-sales-assistant/): A Leading FMCG ManufacturerIndustryYearStack⸻ Business ImpactFaster Access to Key Knowledge, More Scalable Sales, and a Faster Path to AI ValueWe recently enabled a FMCG manufacturer accelerate their AI strategy and build an intelligent sales assistant that delivers product knowledge instantly, reliably, and at scale. Axium’s semantic modeling capabilities exposed via MCP (Model Context Protocol) unlocked a faster path to AI value, empowering sales teams with context-rich answers, reducing dependency on experts, and laying the foundation for AI-powered growth. - [How a Global Chemical Producer Transformed Pricing Management with Axium](https://mobilabsolutions.com/portfolio/pricing-management-with-axium/): A Leading Chemical ProducerIndustryYearStack⸻ Business ImpactBetter Market Insights, Faster Pricing Adjustments, Less Risks, and Better ProfitWe recently enabled a large chemical producer with a global footprint to leverage MobiLab’s Axium to achieve a more dynamic, data-driven pricing approach, vastly boosting uncaptured profit margins, reducing risks from volatile currency conditions, and improving Go-to-market efficiency. - [AI-Powered Automated Claims Processing for Faster Payouts and Lower Costs](https://mobilabsolutions.com/portfolio/ai-automated-claims-processing/): A Leading German Insurance ProviderIndustryYearStack⸻ Business ImpactFaster Claims Processing, Lower Operational Costs, and Scalable AI IntegrationHandling thousands of insurance claims daily, our customer needed a way to optimize operations, improve efficiency, and manage cost-effective scalability. AI-powered claims automation enabled faster processing, reduced administrative workload, improved customer satisfaction, and improved fraud detection—all while ensuring human oversight for critical decision-making.By integrating AI into their claims workflow, the company achieved:150% faster processing times, reducing manual reviews from an average of 3 days to 1 day, improving employee retention and customer satisfaction.30% cost savings on claims handling due to reduced manual intervention.Improved fraud detection, flagging 20% more suspicious cases for review.Scalability without additional workforce, mitigating labor shortages in the insurance sector.⸻ STARTING POINT & GOALSHigh Processing Costs, Labor Shortages, and Unpredictable DemandsThe insurance industry is complex, with diverse products requiring employees to adapt to changing policies constantly. Traditionally, every policy update required extensive training, increasing operational costs and limiting scalability.Additionally, claims processing relied heavily on manual document reviews, leading to inefficiencies: - [How a Leading Global Manufacturer Transformed Its IT Landscape Through the Cloud](https://mobilabsolutions.com/portfolio/manufacturer-transformed-its-it-through-the-cloud/): A global manufacturing leader in the elevator and escalator industry.IndustryYearStack⸻ Business ImpactExiting Legacy Infrastructure: A Strategic Pivot to the CloudOur customer, a globally recognized manufacturer with operations spanning multiple continents, faced a critical challenge: their on-premises datacenter and associated licensing agreements with VMware and Citrix were set to expire. Renewing these licenses would have incurred significant costs and operational limitations. The company saw this as an opportunity to modernize its IT infrastructure and shift to a scalable, cost-efficient, cloud-based model. - [How a Top Pharma Company Transform Its Data Center Exit with Cloud Strategy](https://mobilabsolutions.com/portfolio/pharma-company-transform-data-center-exit-cloud-strategy/): A global leader in healthcare faced a critical inflection point as its data center was set to close and decided to migrate its servers to Azure Cloud. MobiLab successfully delivered this project under a tight deadline. The challenge wasn’t just migrating GxP-regulated systems to the Cloud—it was ensuring compliance, continuity, and scalability in the process. By designing and implementing a GxP-compliant Cloud Foundation and rearchitecting storage with Azure NetApp Files, MobiLab helped our customer modernize its IT operations, reduce compliance risks, and lay the groundwork for future innovation. - [Overhauling a Data Swamp and Streamlining a Retail Data Landscape for Growth](https://mobilabsolutions.com/portfolio/streamlining-a-retail-data-landscape-for-growth/): Data is vital in driving retail operations and capturing profit in today's digital landscape. However, a cobweb of legacy platforms often leads to a data swamp that only adds costs instead of offering insights due to a lack of integrative and trustworthy data. MobiLab has supported one of Germany's leading retail companies to revamp their data management. By delivering a sustainable data management strategy, a highly customized data platform, and an upgraded compliance mechanism, we enabled them to harness their data more effectively, streamline IT costs, and future-proof their operations with seamless Cloud Integration. - [Pioneering Data-led Transformation, Driving Innovation and Cost Efficiency for a Global Healthcare Giant](https://mobilabsolutions.com/portfolio/pioneering-data-led-transformation-driving-innovation-and-cost-efficiency-for-a-global-healthcare-giant/): As a national electricity and natural gas provider, stadtenergie supplies reliable electricity and natural gas at a fair price. The spectacularly smooth checkout process allows customers to find, compare and book new tariffs with just a few clicks. The easy-to-use customer portal also enables customers to control and manage all aspects of their contracts themselves. - [A Cloud-Native Customer Self-Service Portal for a Digital Energy Provider](https://mobilabsolutions.com/portfolio/cloud-native-service-stadtenergie/): As a national electricity and natural gas provider, stadtenergie supplies reliable electricity and natural gas at a fair price. The spectacularly smooth checkout process allows customers to find, compare and book new tariffs with just a few clicks. The easy-to-use customer portal also enables customers to control and manage all aspects of their contracts themselves. - [Implementing a Customized Cloud Governance Framework on Azure within 3 Months](https://mobilabsolutions.com/portfolio/cloud-governance-framework-lanxess/): The customer was in need for the business’s tolerance for risks when adopting the cloud. The result of the work for the customer has been a series of policy statements that should guide the architecture of any solution deployed to the cloud. - [Expert Guidance and Complete Implementation for Datacenter Migration to Azure Cloud](https://mobilabsolutions.com/portfolio/cloud-datacenter-migration-qiagen/): The customer wanted to go for a complete datacenter migration with a metric driven approach. A clear business case had to be calculated for the move to the Cloud and the benefits of migrating over a period of 3-4 years. - [Helping Lanxess to Save a 7-Digit Amount by Moving SQL Servers to Azure](https://mobilabsolutions.com/portfolio/sql-server-migration-lanxess/): The customer was in need to move their SQL Server 2008|R2 instances to Azure to save Extended Security Update (ESU) costs which were due. By moving the workloads (consisting of DB-, App- and Web-Server) to the Azure Cloud, a 7-digit amount could be saved. - [A Managed Data Service Solution for StackIT](https://mobilabsolutions.com/portfolio/cloud-managed-services-schwarz/): A Managed Data Service solution is a Cloud-Native platform that integrates with Kubernetes, Cloud Foundry, or Openshift marketplaces and provides self-service, on-demand provisioning of data solutions such as MongoDB, RabbitMQ, InfluxDB, MySQL, PostgreSQL, etc. - [Cloudmobility: Enabling Seamless Mobility and Transportation by Delivering the Best Infrastructure](https://mobilabsolutions.com/portfolio/cloud-infrastructure-daimler/): The cloudmobility platform provides a modern cloud infrastructure to the applications developed inside Daimler. Over the long term, more and more services will be exposed to external customers who are in need for an infrastructure focused on mobility. It offers compute, storage resources, a developer-friendly API, a user-friendly graphical interfaces and the tooling to facilitate the development, scaling and operations. - [Building a Dynamic Pricing Platform for METRO](https://mobilabsolutions.com/portfolio/data-optimization-platform-metro/): Offering the right price at the right time to the right customer is a challenge. The dynamic pricing platform takes various input factors into consideration and solves this challenge while optimizing for sell-side revenue. - [Data Integration Platform](https://mobilabsolutions.com/portfolio/data-integration-platform-mobilab/): MobiLab's Data Integration Platform helps turn data into an appreciating asset by enabling your organization to unlock the value stuck in information silos. With our reliable Data Integration Platform from source to destination you will get a common understanding of data. Beyond rapid integration, the platform protects the sources from unnecessary load and overhead. It augments the capabilities of sources with powerful and flexible indexing and aggregation capabilities in order to serve the needs of any system. - [Providing Transit Fare Organizations with a Modern Interface for Managing Tariff Data (PKM Editor)](https://mobilabsolutions.com/portfolio/data-management-tool-vdv/): The tool supports transit fare associations in creating & maintaining product and control modules (PKM). PKM is a standard for modeling tariff data and the corresponding processing logic. It replaces vendor-specific data formats, thus saving redundant work that had to be done previously. - [Helping a Retailer to Implement Changes of Supplier Prices More Efficiently](https://mobilabsolutions.com/portfolio/cloud-application-metro/): Combine a massive reduction of time and effort to create an optimized workflow for supplier price adaptions. - [Implementing a Master Data Management Strategy and Product Information System for METRO](https://mobilabsolutions.com/portfolio/data-management-strategy-metro/): One of the biggest wholesale companies in the world had the need to implement their master data management strategy and build on top of that a product information management system (PIM) to support all activities when fetching article master data from suppliers and exposing those in a fast and reliable manner to consuming systems (such as a marketplace or a webshop).