Articles and white papers
6 articles · 2 IEEE papers · talks live on their own pageEverything I have written about applied AI, in one place. Pieces published elsewhere open on the original site.
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Sep 5, 2026AI-Augmented Product Development: A Responsible Methodology for Human-AI Collaboration in Enterprise Product DiscoveryA four-phase methodology with human decision gates; about 20× end-to-end discovery cycle compression across two enterprise deployments.White paper · Cross-industryIEEE IRAI 2026Jul 17, 2026Adaptive Inference Orchestration for Enterprise AI Assistants: Tiered Routing and Conditional Execution78.5% fewer unnecessary inference cycles, measured in a three-week enterprise deployment; a projected 90.9% total cost reduction with tiered routing.White paper · Cross-industryIEEE HSI 2026Jun 2, 2025Fast-track SOP processing using Amazon BedrockAccelerating standard operating procedure processing with Amazon Bedrock and generative AI.Article · Healthcare & Life SciencesAWS Machine Learning Blog ↗May 28, 2025A generative AI prototype with Amazon Bedrock transforms life sciences and the genome analysis processHow a generative AI prototype on Amazon Bedrock speeds up genome analysis for life sciences research.Article · Healthcare & Life SciencesAWS Machine Learning Blog ↗Nov 25, 2024Common Patterns in Healthcare & Life Sciences (HCLS) IndustryArchitecture patterns and practices that repeat across healthcare and life sciences workloads on AWS.Article · Healthcare & Life SciencesLinkedIn ↗Nov 13, 2024Revolutionizing Retail & CPG Industries with IDP: The Future of Automated WorkflowsHow intelligent document processing, generative AI and agentic workflows are transforming document-heavy processes in retail and consumer packaged goods.Article · Retail & Consumer Packaged GoodsMediumJun 20, 2024AI: Flying over a changing landscapeCustomer support traced through six phases of technology, from rules to reasoning agents.Article · Retail & Consumer Packaged GoodsMediumNov 15, 2023Low latency cloud-native exchangesArchitecture and implementation of low-latency, cloud-native exchanges on AWS for trading systems.Article · Financial Services & InsuranceAWS for Industries ↗Published on
AWS Machine Learning Blog · AWS for Industries · LinkedIn · Medium · IEEE. Shown as a label on each piece, not a filter. Pieces marked ↗ open on the original site.