Architected Intelligence - Paula Miller Jacobson, Jeremy Mumford

Most AI initiatives fail. Transform AI potential into organizational results through the Architected Intelligence framework. The gap between a dazzling "cool demo" and a reliable, production-grade system is a chasm that is swallowing teams and entire organizations. Architected Intelligence is your definitive map at both the organizational and tactical levels to cross this divide. Drawing on their experience building the world's largest ecommerce accelerator, authors Jacob Miller and Jeremy Mumford deliver actionable guidance for organizations struggling to turn proofs of concept into production systems. Whether you are competing in the age of AI or looking to establish technology leadership in your sector, this book organizes AI success around a unified framework of five core components: Design AI Systems to Deliver Impactful OutputPower AI with High-Quality Input Data Engineer, Optimize, and Integrate AI ModelsCreate Trust through ObservabilityScale Transformation through AI Enablement The book also provides: Practical Roadmaps for Both AI Products and AI Automation: The book provides concrete implementation roadmaps for two of the most critical AI use cases: AI as product features and AI for process automation. Readers leave equipped to avoid the all-or-nothing trap through incremental development and to build systems that perform even as the technology landscape rapidly evolves. A Toolkit for Trust, Unstructured Data Governance, and Evaluation: Readers learn how to
více informací