Industry 4.0 Experts in Germany

AI Readiness - Part 3: Creating an e-book on the use of AI in software testing

• Designed and created an e-book on the sensible and safe use of AI in software testing from the perspective of an experienced test expert.
• Used generative AI (ChatGPT, Perplexity Pro) as a sparring partner for structuring, wording suggestions and creating variations, with all content finally reviewed and approved using my own expertise.
• Developed practical insights into the opportunities and risks of AI in testing, with a special focus on collaboration between testers and AI instead of “tester vs. AI”.
• Title: “11 starke Gründe: Dream-Team statt Rivalen - Tester und KI sind gemeinsam unschlagbar”
• Subtitle: “Wie Mensch und Maschine im Softwaretest das perfekte Team bilden – und warum reines KI-Testing riskant ist.”
• Planned use of the e-book as a basis for workshops, customer meetings or internal training.
• Technology: Generative AI, ChatGPT, Perplexity Pro, Microsoft Word, Adobe Acrobat, many years of hands-on professional testing experience, common sense.

• Private Equity owned precision grinding machines for Auto, Military & Aerospace – 1200 Employees
• Acting as Interim Group CIO / CISO consolidating Global IT back to Europe – M&A consolidation
• Managed major Security event and post event cleanup – Reporting to regulators
• Performed Vendor & Contract Management – full assessment of capabilities
• Guided Infrastructure refresh & Security Hygiene assessments

• Technical leadership across hardware, firmware, and software teams; scope: hardware/firmware team (4 people) and leadership group (5 people)
• Consolidated and documented a product family that had grown over more than 15 years and aligned it with CRA compliance — from the bare-metal I/O module to the cloud interface.
• Provided the most important customer product with the essential requirements and architecture documentation within two months — for a firmware landscape that had grown over more than 15 years. It now supports the customer’s modernization strategy.
• Established a monthly reporting line to the supervisory board and executive board within three months: nine meetings since 12/2025. The report itself is versioned and built from the CI pipeline; it is based on automatically collected activity and release data instead of assessments.
• Built a container-based CI/CD infrastructure from scratch: cross-compilation, host tests, and documentation builds in one continuous pipeline.
• Introduced declarative QA gates for DevOps and development artifacts — from the start using lefthook instead of pre-commit, executed in a dedicated container image.

Technologies used: arc42, req42, tpo42, docToolchain, PlantUML, ArchiMate, C4 model, ADR, C, C++ (GTest), CMake, Bare Metal (ARM Cortex-M3/M7), OCI containers, Jenkins, lefthook, Prometheus, Grafana, SBOM, CRA, OPC, SCADA, PLC integration, IPv6 migration, Zero Trust, Sociocracy 3.0, Cynefin

• Identified operational improvement opportunities together with production, engineering and management teams.
• Prioritized use cases according to measurable operational value rather than technology availability.
• Developed solutions around production performance, OEE, quality, traceability, reporting and process transparency.
• Translated operational requirements into required machine data, interfaces, information models and application requirements.
• Defined target architectures and integration approaches for heterogeneous brownfield production environments.
• Moved prioritized use cases from workshop and concept stages into concrete implementation projects.
• Coordinated manufacturing, OT, IT and technology stakeholders during implementation.
• Established reusable approaches to scale successful solutions beyond individual machines or pilot areas.

• In this role, I led a funded development and prototyping project with an external partner.
• I structured processes for schedule, budget and risk management.
• I coordinated meetings and reports with all parties involved.
• I systematically prepared the next project phases through to piloting and planned scaling.

• Building strong awareness within the company around nearshoring
• Engagement Manager in the Nearshore Competence Center
• Responsible for nearshore consulting, partner screening and technical onboarding, designing and implementing cooperation scenarios, change management, stakeholder management, participation in steering committees, and collaboration with IT and business units
• Tools used: Microsoft Office 365, Microsoft Teams, Azure Devops, Microsoft Sharepoint, Conceptboard
• Key results: Establishment of a nearshoring strategy, successful identification and implementation of outsourcing partnerships, delivery of change management and stakeholder management at the highest level

• Industries: Energy, Telecommunications, Manufacturing
• Transformation & Change: Supported complex IT and digital transformation programs as Scrum Master, Agile Coach, Change Manager and RTE Consultant at Siemens Energy (global SAFe rollout), E.ON (sales technology platform), Schneider Electric (S/4HANA transformation DACH) and Vodafone (Operational Excellence)
• Agile Roles: Scrum Master, Agile Coach, Product Owner, Business Analyst, RTE Consultant in cross-functional and scaled teams (SAFe, Scrum, Spotify Model)
• Procurement Excellence: Strategic purchasing consulting with a focus on cost optimization, supplier management, digitalization and organizational development, including building supplier scorecard models, AI-supported procurement approaches and process automation in purchasing
• Managed functional leadership of interdisciplinary project teams of up to 12 people in national and international settings
• Successful launch of several global ARTs at Siemens Energy with improved coordination across sites
• Increased change acceptance and established communication structures in the S/4HANA program at Schneider Electric
• Introduced agile methods, OKR frameworks and KPI dashboards at E.ON, increasing velocity and transparency
• Reduced purchasing costs through strategic sourcing and supplier optimization
• Implemented process innovations in close cooperation with IT and business teams

• Responsibility for the further development of digital service products with a focus on customer value, profitability, and scalable growth
• Development and prioritization of the service product roadmap based on customer feedback, market analysis, financial evaluation, and technical feasibility
• Identification of new digital service opportunities as well as derivation of product requirements, feature priorities, and value propositions
• Alignment of product vision, roadmap, and user experience with product owners, center of competence, sales, service, and market organizations
• Support of go-to-market activities, market validations, and internal training for the successful launch of digital service offerings
• Use of data-based decision-making to assess customer needs, business model assumptions, and product progress

• Process digitalisation: Designed and implemented advanced automation solutions for mid-sized businesses, integrating workflow digitalisation to reduce operational costs by 20% and boost productivity by 25%.
• Interim operations leadership (6 months): Stepped in as Head of Operations (production planning, purchasing, shop floor management) for a German SME; optimised processes, stabilised supply chain, and increased output capacity by 50%.
• Task force lead: Drove turnaround and recovery initiatives, securing production continuity and realising over €50M in supply chain savings.
• Solution delivery: Combined consulting, implementation, and interim management, delivering high-impact digital transformation projects from concept to on-site execution.
• Stakeholder management: Built close customer relationships, ensuring project success through transparent communication and continuous improvement.

• Innovation/pilot project eGesundheit Deutschland
• SaaS company in the media sector, NRW
• Secure software development lifecycle, NRW
• BSI IT-Grundschutz expert opinions for several clinics

• Leading innovation strategy and the establishment of an AI-native Production System at DIGITALSINN, a content and experience production company.
• Responsibility for innovation direction, AI integration strategy, and production platform architecture
• Establishing a fully AI-driven Production System to transform content operations for brand and agency clients
• Building the strategic positioning of DIGITALSINN as a Production System partner within the DACH market
• Client advisory on AI-native operating models, content automation, and scalable production infrastructure

Project Manager Management, coordination and monitoring, as well as documentation and evaluation, of numerous multidisciplinary projects in the field of "production plants/plant engineering", in the gas and oil, chemical, and pharmaceutical industries QMB and Safety Officer Involved in the introduction of the quality management system and in the preparation and execution of the certification audit "energy, safety, and QM audit".

• Acquisition activities
• Reporting

• M&A advisory
• Strategic deal support
• Impact investments