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Moritz Morgenroth

Moritz Morgenroth

Co-Founder & Managing Director

Moritz co-founded twigbit in 2016 and leads the studio as managing director. He works at the intersection of product strategy and AI engineering — helping teams find the AI use case worth building and taking it from prototype to production. He also co-founded 2zero, the climate-action platform spun out of twigbit.

Articles by Moritz Morgenroth

AI agent maintenance: model changes, regressions, and what a maintenance contract has to coverWhy an AI agent needs maintenance even when nobody touches the code: model deprecations, upstream systems that change formats, knowledge sources going stale, new attack patterns. How regressions get caught, how a model migration runs, and the ten points a maintenance contract has to contain.AI agentsMaintenanceEvalsOperating AI agents: what happens after go-live, and who is responsible for whatAn AI agent is not finished at go-live. What operation actually means: approval mode, logging, evals in production, cost budgets, the incident path, the review cadence, and how the duties under the EU AI Act and the GDPR split between the company and its software vendor.AI agentsOperationsEvalsYour customers don't google anymore — they askAI assistants are replacing classic search for buying research. What the 2025–26 data really says about AI Overviews traffic and click-through — and an honest generative engine optimization (GEO) playbook for AI search visibility.GEOAnswer EnginesAI SearchAgentic software in the Mittelstand: a practical, GDPR-aware guideAI agents are moving from vendor demos into real Mittelstand operations. What agentic AI actually is, where AI agents create value in mid-sized companies, when a deterministic workflow beats an agent — and how to adopt agents without violating GDPR or the EU AI Act.AgentsMittelstandGDPR