In this episode we sit down with AI consultant, engineer, and founder Florian Fürst to explore what it really takes to build AI systems that work in real businesses, not just in demos.
We start with Florian’s leap into entrepreneurship in 2025 and unpack what young founders should actually consider before starting a business in AI. From there, we dive into the operational core of automation: why apps are replacing Excel, why process design must come before AI, and why structure beats intelligence every time.
We explore one of the most critical questions in modern work:
Where should AI execute and where must humans stay in control?
Through concepts like human-in-the-loop, cognitive outsourcing, and AI as a utility like electricity, this episode cuts through both hype and fear.
You’ll hear why most AI projects fail, how messy data kills intelligent systems, and why workflow design remains one of the most creative and irreducibly human skills in the age of automation.
We close with a powerful real-world use case in legal automation and a simple personal mantra that captures the mindset needed to build in this space:
00:00 – Audio setup & live connection
02:16 – Who Florian is & founding fuerst.ai
03:26 – Starting a business in AI: hype or structural shift?
05:41 – Custom apps vs. LLM-built software
09:21 – How AI is actually used day to day
12:46 – Cognitive outsourcing & the calculator analogy
16:11 – Human-in-the-loop & decision authority
19:31 – Personal AI agent vision
23:01 – From Excel chaos to app-based systems
27:41 – Databases, relations & single source of truth
31:11 – Why most AI projects fail
35:21 – AI, work & society
39:41 – The least mundane human task
41:21 – Favorite real-world AI use case (legal automation)
43:51 – Personal mantra: Stay curious
45:31 – Final reflections & sign-off
Florian's links:
Company: fuerst.ai
Linkedin: linkedin.com/in/fuerst-ai/