This episode explores the evolving landscape of enterprise software and the transformative impact of artificial intelligence. Against the backdrop of rapid advancements in AI models, the conversation examines the challenges and opportunities for companies aiming to build long-term value around AI offerings, particularly in the face of competition from tech giants like AWS, Microsoft, and Google. More significantly, the discussion delves into the implications of usage-based pricing for AI products, drawing parallels with the historical shift from on-premise to SaaS models. For instance, the comparison between the relatively slow adoption of cloud computing and the rapid embrace of AI highlights a key difference: while cloud computing initially faced significant resistance, AI is being actively sought out by enterprises eager to leverage its potential. The conversation also touches upon the potential of AI agents to disrupt traditional workflows, leading to increased efficiency and the potential for significant cost savings. However, concerns regarding the deflationary pressures of intense competition and the need for durable value creation are also addressed. Ultimately, the episode concludes with insights into the importance of model agnosticism and modular design in building adaptable AI systems, reflecting emerging industry patterns towards flexibility and integration.