Latest insights on AI, DX, and global business
AI Gateway is a relay layer managing multiple LLM providers via a unified interface. A design and operations guide for implementing cost optimization, failover, and audit logging.
A practical guide for Thai manufacturers to design & operate AI agents that autonomously handle RFQ-to-PO workflows, as B2B transactions shift to AI agents. Covers HITL & audit log design.
Practical guide for Japanese companies exporting/importing in Thailand: automate HS code classification, certificates of origin, Thailand AEO compliance & declaration cross-checks with AI, ahead of 2026 Thai customs reforms.
From basics of multi-agent AI orchestration to Planner-Executor patterns, job scheduling, and observability design—explained through our B2B implementation perspective.
Synthetic Test evaluates AI using synthetic data. We explain its role in LLM & AI agent quality assurance, differences from LLM-as-a-Judge, and 4 implementation steps.
Based on 2026 cases like Hugging Face model poisoning and SaaS breaches, this implementation guide covers AI BOM, least-privilege OAuth, and sensitive secret management for AI developers.
Learn how "automation bias" from blindly trusting AI output distorts business decisions, and explore implementation patterns using confidence level display design, HITL, and audit logs to prevent blind trust.
A sector-by-sector guide for Thai B2B companies choosing AI investments. Compare manufacturing, logistics, tourism, healthcare & retail by ROI, complexity, and talent needs.
AI agents create new attack surfaces via MCP / Skills. An enterprise implementation guide covering MCP by-design vulnerabilities, malicious skill delivery, and SSRF mitigation.
Learn how Test-Time Compute scaling works and how to optimize the tradeoff between inference cost and accuracy. A practical guide to LLM operations and cost design in the age of reasoning models.
Bangkok B2B trade shows (May 2026–May 2027) by industry & month. Venues: BITEC / IMPACT / QSNCC. Includes exhibitor & visitor checklists.
Explore hybrid AI design combining cloud LLM and on-device SLM, with strategies for routing tasks by cost, latency, and compliance.
