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AMAI is an AI consulting and engineering company based in Karlsruhe, Germany, and the industry-agnostic AI unit of the msg group, one of Europe's largest owner-managed IT and consulting companies. We guide companies and public-sector organizations through their AI transformation, from strategy to production code. Mid-sized companies, enterprises and public institutions typically come to us when AI is no longer supposed to stay an isolated project but needs to arrive broadly and productively across the organization. Our focus areas: • Agent systems and agent platforms: enterprise-wide, sustainable and secure • AI across the software lifecycle: AI-powered software development at production level, spec-driven development, legacy modernization • Enterprise-wide AI integration: strategy, roadmap, development of production-grade systems (LLMs, RAG, agents), integration into the existing system landscape, and operations What sets us apart: we combine AI/ML expertise and real software engineering in one team, scaling AI from individual use cases to enterprise-wide solutions instead of stopping at demos. We work embedded with our clients' teams and to European standards, including the EU AI Act. Founded in 2018, around 25 employees and growing. We're hiring: https://www.am.ai