
Deep Tech Germany – AI, Robotics & Frontier Innovation by Startuprad.io™
AI Agents Replaced an IT Department (Part 1 of 2)
AI Agents Replaced an IT Department: How It Was Built Multiple AI agents standing in for an entire IT department at a two-founder company — and Delia Hallberg of Amadeni AI says exactly why that is not vibe coding. Part 1 of 2. The engineering side of building AI-supported custom software for Mittelstand Germany: what the agents own, where the human stays, and how to design a system so a model is never forced to invent an answer. The agent split — ~80% of marketing, plus research, sales handover and multi-agent coding The boundary test — you understand your agents if you could do the work yourself tomorrow Capacity, not competence — what agents actually replace, and what they never will Anti-hallucination design — small tasks, unconnected models, source traceability, human in the loop Ostdeutscher Bankenverband — where a fabricated figure is a reputational event Voice-first ERP — dictation from the car, transcription, administrative rewrite, automated workflow The naming test — a process nobody can describe without naming a person cannot be automated Chapters (estimated — confirm against the final cut) 00:00 Cheap code versus bought software 01:10 Software, process or leadership 04:05 Symptoms versus requirements 06:40 Which agents replaced which roles 10:15 Garbage in, garbage out 12:00 Capacity versus competence 15:20 When not to build 18:40 Impuls KBB and the voice-first ERP 23:10 Triage with 40 media breaks 26:30 The single ROI number 29:40 Shadow IT as a design signal 33:00 Hallucination by design, not by hope Part 2 lands Tuesday, September 22nd, 2026 — model-agnostic architecture after the June 2026 US export order. Full blog post and sources: startuprad.io Selling deep tech into Germany, Austria and Switzerland? Growth partnerships with Startuprad.io reach this audience: startuprad.io/become-a-partner Host: Jörn "Joe" Menninger, Frankfurt am Main. LinkedIn Subscribe: linktr.ee/startupradio Machine-readable data: startuprad.io/llm Corrections: partnerships@startuprad.io Created with the assistance of AI. Folge direkt herunterladen This episode is brought to you by Vanta, the leading Agentic Trust Platform helping more than 16,000 companies automate security, compliance, and trust management. Learn more: https://vanta.com/startupradio --- © Startuprad.io™ – All Rights Reserved | AI & research reference → https://www.startuprad.io/llm

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