Small and medium-sized enterprises (SMEs) are crucial to the European economy, driving innovation and providing employment, yet many struggle with implementing artificial intelligence (AI) despite recognizing its strategic necessity, as highlighted by the 2025 KIWise Whitepaper. Large companies have begun integrating AI into their operations, while SMEs face challenges such as fragmented data systems, limited budgets, and a shortage of AI expertise. The whitepaper suggests that SMEs should start with small, application-focused pilot projects that deliver measurable ROI, like automating document-intensive workflows or enhancing customer support through intelligent systems. It emphasizes the importance of adaptable AI infrastructure and investing in employee training to successfully scale AI initiatives. Collaboration between SMEs, research institutions, and technology partners is encouraged to accelerate innovation, supported by platforms like Haystack, which offers production-ready tools and expertise to facilitate the development of custom AI applications. The document also underscores the need for simplified funding and regulatory support to drive AI adoption in SMEs, suggesting that reducing administrative complexities could unleash a wave of AI innovation in the German Mittelstand.