Andreas Anding-Interim AI Lead & Digital Architect · AI operating models in regulated companies · Author
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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, full signed audit trail; graduated autonomy model („internal → autonomous per skill“).
- Verified knowledge graph („Company Brain“) with source evidence for every answer; own 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.
- Building 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 breaches as the main cost drivers. Assessment of AI potential, prioritization of use cases; guiding principle: „first the data lifecycle and gates, 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 / leadership 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 mid-sized companies in the DACH region. 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. Backed 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
- Building and leading the digital department (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; staff 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 author with 20+ years of experience. My focus: the AI operating model – turning AI from scattered activity into real operational leverage, productive and governance-compliant (GenAI/LLM, multi-agent systems, EU AI Act/GDPR).
Author of the book series „Das KI-Betriebsmodell / The AI Operating System":
- Das KI-Betriebsmodell
- Leading When the Machine Decides
- AI Governance – Who Is Liable References: TeamIntel (governed, self-hosted multi-agent platform, EU AI Act/GDPR compliant), Remote Native. OTTO (AI content automation, up to 60% cost savings), DACH specialty insurer SZU (AI operating model), Häfele.
Certificates: Data Protection Officer (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 Dbs (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
High school diploma · Munich, Germany
Certifications & licenses
Data Protection Officer (DSB-TÜV)
TÜV Süd
Certified Usability Engineer
Fraunhofer Institute FIT
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Expertise
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Profile
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