Andreas A.-Interim AI Lead & Digital Architect · AI Operating Models in Regulated Companies · Buchautor
Check rate
Experience
AI Consultant & Digital Architect
TeamIntel
- Governed multi-agent orchestration for regulated, EU-based companies – self-hostable, compliant with the EU AI Act and GDPR („by design“), BYOM (own models/GPU).
- Two-gate governance: agent deliberation + mandatory human approval, complete signed audit trail; graduated autonomy model („internal → autonomous per skill“).
- Verified knowledge graph („Company Brain“) with source evidence for each answer; proprietary orchestration framework (Virtual Team Framework).
- Industry solutions for financial services: compliance monitoring, invoice and contract review; hands-on development with LLMs (including Anthropic/Claude), agentic workflows, RAG.
- Development of the governance-focused multi-agent platform TeamIntel (see AI reference projects).
AI Strategy & Operating Model Redesign | Risk Assessment
Sachverständigen Zentrale für Unfallschaden Ermittlung GmbH
Redesign of an AI-native operating model across fragmented legacy systems (ERP, Outlook, Excel, PDFs); rework and SLA violations as the dominant cost drivers. Assessment of AI use-case potential and prioritization of use cases; guiding principle: „data lifecycle and gates first, then automation, then AI“. Design of a multi-agent operating layer with human-in-the-loop under EU AI Act requirements; process optimization and automation. Communication and knowledge transfer at board and executive level, DE/EN.
Team Lead & IT Architect
OTTO
- Consulting on AI strategy and content automation: automation of image sorting and product text generation; replacement of 200+ manual sorting rules with LLM and image recognition models.
- AI-supported system architecture; up to 60% cost savings and significantly shorter processing times.
- Also Team Lead: modernization of a data system (~50 million records/year; PHP, Java, Kotlin, Go) with ML-based automation.
Software Development
Vaillant
- Field management tooling; digitization of operational field service processes.
AI Consultant | Author, The AI Operating System Remote Native GmbH
Remote Native GmbH
Remote Native is The AI Operating Partner for the DACH mid-market. We help companies with EUR 15–150 million in revenue turn AI activities into real operating leverage — starting with a 2-week discovery, then building and delivering working AI workflows in 6–13 weeks. Supported by a delivery network of 1,800 engineers for scaling.
Head of Product and Technology Transformation
Häfele / doppler / Hoffmann
- PIM/DAM and e-commerce projects: BPMN target processes, RfI/RfP evaluations, 3D web configurator, international workshops.
Business Development / Head of Digital
mds. Agenturgruppe GmbH
- Built and managed the digital division (up to 15 employees); digital, online marketing and 3D teams; sales digitalization (HubSpot).
Founder & Managing Director
Freakworks Internetagentur
- Built an internet agency over 11.5 years; 600+ web projects; personnel responsibility for up to 8 employees.
Liebherr Hausgeräte
- Digital signage/POS, intelligent product advisor based on a self-learning system, IFA presentation.
Product Owner
SHOOB Technologies SE
- Agile new development of a digital eMobility product (MVP, prototype).
bhs tabletop / Alois Dallmayr
- Digitalization of sales and marketing; international content management across 29 country markets.
Interim CTO & Product Owner
medik.de / cannvisa
- Digital marketplace + telemedicine (regulated, privacy-sensitive environment).
Team Lead
smartlab Innovationsgesellschaft
- Modernization of an eMobility load management system, monolith → microservices, cloud migration.
Industry experience
See where this freelancer has spent most of their professional time.
Experienced in Information Technology, Professional Services, Manufacturing, Advertising, Retail, and Banking and Finance.
Business area experience
See which departments and functions this freelancer has contributed to most.
Experienced in Information Technology, Operations, Project Management, Product Development, Strategy, and Marketing.
Summary
AI Advisor, Interim CPO/CTO and Buchautor with 20+ years of experience. My focus: the AI operating model – turning AI from scattered activity into operational leverage, productively and in line with governance (GenAI/LLM, multi-agent systems, EU AI Act/GDPR).
Author of the book series „Das KI-Betriebsmodell / The AI Operating System":
- Das KI-Betriebsmodell
- Führen, wenn die Maschine entscheidet
- KI-Governance – Wer haftet References: TeamIntel (governed, self-hosted multi-agent platform, compliant with the EU AI Act/GDPR), Remote Native. OTTO (AI content automation, up to 60% cost savings), DACH specialist insurer SZU (AI operating model), Häfele.
Certificates: Datenschutzbeauftragter (DSB-TÜV), Certified Usability Engineer (Fraunhofer), Scrum Master & PO. Languages: DE (native), EN (business fluent).
Skills
Ai Enablement & C-Level Coaching
Use Case Identification & Implementation
Ai Governance, Eu Ai Act & Gdpr
Ai For Software Development & Testing
Multi-Agent Systems & Agentic Workflows
Ai Strategy & Roadmaps
Ai / Llm: Anthropic Claude (Including Claude Code), Openai Gpt, Google Gemini, Xai Grok, Langchain, Hugging Face, Rag, Vector Databases (Pinecone, Weaviate), Multi-Agent / Agentic Frameworks
Ai For Sw Dev & Testing: Github Copilot, Cursor, Claude Code, Unit, Integration & E2e Test Automation, Tool Evaluation
Automation: N8n, Make, Zapier
Software Development: Python, Typescript/Javascript, Php, Java, Sql, Node.Js, Next.Js, Nestjs, Rest/Graphql
Cloud & Devops: Aws, Google Cloud (Vertex Ai), Azure (Ai Studio), Docker, Kubernetes, Github/Gitlab Ci, On-Premise / Self-Hosting
Governance: Eu Ai Act, Gdpr, Audit Trails, Human-In-The-Loop, Data Sovereignty
Languages
Education
Erasmus-Grasser-Gymnasium
Abitur · Munich, Germany
Certifications & licenses
Zertifizierter Usability Engineer
Fraunhofer-Institut FIT
Statistics
Experience
Expertise
Qualifications
Profile
Frequently asked questions
Have questions? Find more information here.
Andreas is based in Munich, Germany and can operate in on-site, hybrid, and remote work models.
Andreas speaks the following languages: German (Native), English (Advanced).
Andreas has at least 26 years of experience. During this time, Andreas has worked in at least 8 different roles and for 8 different companies. The average length of individual experience is 3 years and 3 months. Note that Andreas may not have shared all experience and actually has more experience.
Based on recent experience, Andreas would be well-suited for roles such as: AI Consultant & Digital Architect, AI Strategy & Operating Model Redesign | Risk Assessment, Team Lead & IT Architect.
Andreas's most recent position is AI Consultant & Digital Architect at TeamIntel.
In recent years, Andreas has worked for TeamIntel, Sachverständigen Zentrale für Unfallschaden Ermittlung GmbH, OTTO, Vaillant, and Remote Native GmbH.
Andreas is most experienced in industries like Information Technology, Professional Services, and Manufacturing. Andreas also has some experience in Advertising, Retail, and Banking and Finance.
Andreas is most experienced in business areas like Information Technology, Operations, and Project Management. Andreas also has some experience in Product Development, Strategy, and Marketing.
Andreas has recently worked in industries like Professional Services, Manufacturing, and Information Technology.
Andreas has recently worked in business areas like Information Technology, Product Development, and Operations.
Andreas attended Erasmus-Grasser-Gymnasium.
Andreas has 2 certificates. These include: Datenschutzbeauftragter (DSB-TÜV) and Zertifizierter Usability Engineer.
Andreas is immediately available part-time for suitable projects.
Daily rate distribution
The rates shown represent the typical market range for freelancers in this position based on recent contracts on our platform.
Average rates for similar positions
Rates are based on recent contracts and do not include FRATCH margin.
The average daily rate is the mean of all daily rates from recent contracts of comparable freelancers on our platform.
The median daily rate is the middle value of all daily rates — half of comparable freelancers charge less, half charge more. Unlike the average, it is barely affected by outliers.
Calculated based on our freelancers’ daily rates as of 17 Oct 2026. Actual rates may vary depending on seniority level, experience, skill specialization, project complexity, and engagement length.
Similar freelancers
Discover other experts with similar qualifications and experience
Markus O.
Paul W.
Chrisabel P.
Alexander P.
Frédéric K.
Alwin F.
Qamar H.
Christoph N.
Stephan S.
Ronald F.
Experts recently working on similar projects
Freelancers with hands-on experience in comparable project as a AI Consultant & Digital Architect
Stephan F.
Jens H.
Andreas W.
Matthias S.
Saqib J.
Marcel M.
Nima N.
Khalid E.
Ralph N.
Daryoosh D.
Nearby freelancers
Professionals working in or nearby Munich, Germany
Florian S.
Max R.
Olga B.
Elisabeth W.
Roland C.
Andreas L.
Carl-Friedrich L.
Marco S.
Sarah R.
Sven H.
