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Enterprise AI implementation often fails due to overengineering, poor data infrastructure, or lack of testing - despite pitfalls many industry leaders across finance, customer support, and productivity sectors have achieved transformative results with Claude. This session will dissect Anthropic's Applied AI approach across multiple deployment models (API, cloud partnerships, and enterprise solutions), revealing how to build effective AI roadmaps while avoiding these common pitfalls. Drawing from real-world case studies of frontier model deployment, we'll demonstrate practical strategies for cross-functional collaboration, developing robust evaluation frameworks, and making informed build-vs-buy decisions that align with your organization's AI maturity and safety requirements. Recorded live at the Leadership Track Session Day from the AI Engineer Summit 2025 in New York. Learn more at https://ai.engineer and purchase tickets to our next event, the AI Engineer World's Fair, in SF June 3 - 5 here: https://ti.to/software-3/ai-engineer-... About Alexander Alexander Bricken is a member of the Applied AI Product Engineering Team at Anthropic, leading technical implementation for Financial Services. He specializes in building production-grade Claude solutions, working directly with customers while collaborating with the Product Research team. Before Anthropic, he spent 2 years at Palantir, where he balanced his responsibilities as an AI Engineer and Account Strategist, specifically working with North American Insurance customers. He has a background in machine learning, data science, and mathematics as one of the founding students of Minerva University.