AI Builder. Techpreneur. Business Angel.
Building & Scaling with AI — From Technology to Business Impact
I build AI-powered products, help companies develop their AI strategy, and support teams in scaling at the intersection of technology, product, and business. With a PhD in Multi‑Agent Systems, degrees in business and CS, and 20+ years of entrepreneurial experience, I bring both technical depth and business pragmatism.
Dr. Arndt Schwaiger is an AI builder and techpreneur with a PhD in Multi-Agent Systems from DFKI (2006). He builds AI-powered solutions — working hands-on and with his network of experts. He advises companies on AI strategy, runs AI workshops for management teams at all levels, and has coached 600+ startups on digital business models and growth. He created the Business Model DNA (BMDNA) framework for metrics-based business optimization. The BMDNA framework is available at arndtschwaiger.com/bmdna.
My Approach
The Magic Triangle
Most advisors know tech OR business. I've spent 20+ years building companies at the intersection of all three.
AI without a product is research. A product without a business model doesn't scale. A business model without the right technology can't compete.
What I Do
Understand. Build. Help You Build.
Deep AI Expertise
PhD in Multi-Agent Systems from DFKI (2006) combined with degrees in business administration and computer science. This gives me a rare depth — I understand how AI systems work under the hood, but I also know how to turn technology into viable business models and scalable products.
I Build with AI
I don't just advise — I actively build AI-powered software and solutions. From concept and architecture to implementation and deployment. I also help shape the business model, financial plan, and go-to-market strategy around what we build. When specialized expertise is needed, I bring in the right people from my network.
See my AI Lab →I Help You Build & Scale
AI strategy workshops for management at all levels. Business model optimization, financial modelling, investor readiness, and scaling strategy. Coaching, advisory, board roles. Using frameworks like the BMDNA to make your business model analyzable, optimizable, and investable.
Explore my services →AI Strategy Workshops
AI for Every Level of Your Organization
For C-Suite & Board
Strategic AI alignment, governance frameworks, and transformation roadmaps. Understand what AI means for your business and where to invest.
For Teams & Managers
Hands-on workshops on deploying AI internally (operations, productivity, workflows) and customer-facing (AI-enhanced products, services, new revenue streams).
For Startups & Founders
AI-powered business models, metrics-driven scaling with the BMDNA framework, investor readiness, and go-to-market strategy.
About Me
I speak AI, product, and business scaling.
I've been building and scaling with AI and technology for over 20 years. My foundation is a PhD in Multi-Agent Systems from DFKI (2006), but since then I've been in the trenches — co-founding tech companies, building AI-powered products, and helping 600+ teams turn technology into scalable business models, investor-ready strategies, and real growth.
- Active AI builder — creating software with AI today
- Serial entrepreneur and techpreneur since the age of 17
- AI strategy workshops for management at all hierarchy levels
- Business model optimization, financial modelling & investor readiness
- Coached and consulted more than 600 teams worldwide
- 15+ roles as board member and business angel
- PhD in Multi-Agent Systems (DFKI, 2006)
- Degrees in business administration and computer science
My Framework
Every business model has a DNA
The Business Model DNA (BMDNA) makes any business model measurable with 9+1 metric categories and derives target metrics like CAC, CLV, MRR, and growth rates. Find out if your business model works — and which levers have the biggest impact.
What They Say
Testimonials from Clients and Partners
Arndt shares his outstanding entrepreneurial experience in intensive workshops for early-stage start-ups in the SIBB Digital Transition Incubator. Over the years, the feedback from participants has always been excellent. He regularly gets a 5/5 from all participants and the word 'impressive' is frequently mentioned.
Arndt's deep understanding of digital business models and years of experience make him a standout in our start-up programmes. His expert guidance has proven invaluable to our founders, helping them successfully navigate the complexities of the digital landscape and launch their businesses with confidence.
Arndt has been a loyal and valued member of the Advisory Board of Falling Walls Venture since 2018 and I have worked with him since 2022. Arndt is someone you can rely on. He is critical and thoughtful, but firm in his judgement, which I really appreciate. What also sets him apart is his expertise and experience in science and business.
I hardly know anyone who has accompanied more start-ups than Arndt. He supports successful implementation and scaling in the triangle of business model & strategy, product and technology. His metrics-based financial plan approach is also very well received by CODE University students.
Arndt supports our CHEMOVATOR teams not only with introductory interactive workshops, but also with the implementation of individual and custom-fit coaching on the topics of business model, strategy, product, financial planning and financing. The combination of experienced coach, entrepreneur and investor is particularly authentic and helpful.
Arndt has been an invaluable coach for the AI startups in our accelerator cohorts. His expertise in the triangle of business model and strategy, product, and technology has been instrumental in helping our startup teams achieve their long-term goals. His metrics-driven business models and financial plans are invaluable resources.
Arndt's lean analytics and finance workshops have been an invaluable asset to our accelerator program. His exceptional hands-on training, coupled with his extensive entrepreneurial experience and analytical mindset, has proven to be a tremendous support to the more than 100 founders who have participated in our program.
We are very happy to work with Arndt as a jury member in our start-up pitch. He does not only have a lot of know-how about digital business models, but also broad experience and people knowledge in the start-up environment. He instinctively asks the right questions and puts his finger in the wound when things do not add up.
I am happy to build up our company Sparky Space together with Arndt. Every day we are confronted with a variety of challenges, which we tackle and solve together with vigor. I appreciate Arndt for his extensive expertise in the AI environment, his experience in building digital business models, his entrepreneurial mindset as well as the collaboration in the team.
Arndt is a very valuable coach for Applied Data Incubator startups. He always delivers excellent workshops full of insights and content on very technical topics such as financial planning, and DNA metrics for business modelling. Thanks to his extensive experience, great passion for startups and passion for teaching, Arndt always manages to transfer knowledge in a very effective way.
I cannot recommend Arndt highly enough for his exceptional blend of expertise in technology, business, and finance. His tailored support empowered our startup partners to quickly grasp new concepts and tackle challenges head-on. Arndt's lean and fast approach made working with him a transformative experience.
Arndt's workshop at the KI-Garage was a game-changer for my business. His valuable insights and engaging presentation style made it one of the best workshops I've ever attended: great input, very well explained and absolutely relevant. I highly recommend Arndt to anyone looking to take their business to the next level.
The financial modeling workshop was amazing! It was not only incredibly insightful but also super practical and actionable. Without a doubt, this is one of the best workshops I've ever attended in this area. Arndt's expertise in combining metrics-based business model approaches with highly dynamic financial plans is a perfect combination.
Working with Arndt is always fun. In his workshops for startup teams, he shares many experiences and links them to messages. He has many creative ideas based on his own ramified experiences or resulting from the manifold consultations with start-ups. His assessments are honest and constructive.
We started working with Arndt 8 years ago and have regularly sought his help ever since. He has helped us prioritise, challenge our business model (CAC vs. CLV) and refine our go-to-market strategy. Arndt has been a mentor, coach and friend. We can highly recommend him to any digital start-up.
Arndt's talk at Tech Quartier was truly enlightening! Even following the lecture from the stream, I was very excited. In just 3 hours, Arndt taught me more than I learned during an entire semester of finance in business studies. I feel empowered and equipped with new insights.
Arndt has been with us for about 2 years and was already a valuable mentor, advisor and guide during the pre-foundation phase. His high reliability and factual assessments have helped us a lot beyond and through our financing rounds and in many matters.
Arndt's Financial Planning Deep Dive provided an incredible amount of added value and was the best part of the workshop. Thank you, Arndt, for sharing your expertise and for delivering an exceptional experience. I highly recommend this workshop to anyone seeking to improve their financial planning skills!
Let's work together
Ready to Build & Scale with AI?
Whether you need an AI strategy workshop, help scaling your business model, hands-on coaching, or a builder who understands your business — let's talk.
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