Latest insights on AI, DX, and global business
Learn how to divide tasks between AI and humans using 3 decision criteria, a 4-quadrant framework, and 5 design steps to optimize your workflow.
From "adding AI" to "redesigning with AI." Learn AI-native management transition steps, ERP/FMS integration strategies, and real-world examples from Thai and Japanese companies.
Learn how EDD integrates evaluation metrics throughout the entire cycle—not gut feeling—plus practical steps to auto-tune prompts and parameters.
Lightweight AI governance frameworks & checklists for SMEs and startups to practically adopt enterprise-grade AI standards—even with limited resources.
Discover how to design AI integration architecture across manufacturing, procurement, and logistics data silos—and solve the data quality issues blocking ROI for 89% of companies.
Discover how Thai restaurant owners can use AI to forecast customer demand, optimize staff scheduling, reduce food waste, and streamline orders. Real-world steps & case studies.
Least privilege for LLM tool execution: scope AI agent tool & API permissions with whitelists, read-only keys, HITL approval, and audit logs for production.
Learn how SLM distillation uses large LLMs as teachers to build cost-effective, task-specific private models—covering the mechanism and implementation steps.
Learn patterns & implementation steps for multi-tenant cache design that securely shares prompt context across tenants, significantly reducing inference costs.
Use AI not to cut hours, but to amplify output. Data-backed strategies for lean teams—from startups to elite enterprise units—on maximizing AI leverage for peak productivity.
Learn how LNNs dynamically adapt time-constants during inference, how they differ from traditional models, and their edge AI potential—all while keeping trained weights fixed.
Learn how Non-Human Identity (NHI) management defines *who* AI agents act as. Covers why human IAM falls short, credential issuance, short-lived tokens, revocation, least privilege, and audit logging.
