This guide discusses the integration of artificial intelligence (AI) into business workflows, particularly within financial services. It outlines the current landscape of AI since the launch of ChatGPT in November 2022, highlighting the inflated expectations surrounding AI capabilities and the reality of its applications. The document emphasizes the importance of realistic expectations when implementing AI, noting that many firms have established AI committees to explore transformative opportunities. It details specific areas where AI can excel, such as data processing, document synthesis, and improving client experiences. The guide advocates for a cautious, incremental approach to AI integration, encouraging firms to identify specific use cases and desired business outcomes rather than adopting a technology-first perspective. Additionally, it addresses the evaluation of AI-powered software and the importance of understanding data security when incorporating AI solutions. Overall, the document serves as a practical resource for firms looking to effectively leverage AI technologies.