StreamSTREAM AI
Regulation & Compliance

AI Governance Compliance Matrix: AI Agent Platform Readiness for Thailand's Regulated Sectors

Translating EU AI Act, NIST AI RMF, Thailand's Draft AI Act, BOT and OIC guidance into nine concrete platform feature groups, architecture patterns and a build roadmap.

By Nattapong Wanawongsawad, EVP Digital Technology SBU·14 August 2026
Download the full document

Purpose

This matrix translates EU AI Act practice, the NIST AI RMF and Thailand's emerging AI regime into a concrete feature checklist for an AI agent platform — scoped to the must-have layer so the platform is defensible today and needs no re-architecture when the ETDA Draft AI Act is enacted.

Regulatory landscape (August 2026)

  • ETDA Draft AI Act — consultation opened 2 July 2026; four-tier risk model; covers offshore providers; strict liability and localization terms for government/CII vendors; enactment expected in 1–3 years.
  • BOT AI Risk Management Policy — in force since 12 September 2025; covers generative and agentic AI; FEAT principles.
  • OIC AI Governance Guideline — in force 2025; underwriting and claims are high-risk; human in the final decision loop.
  • DGA guideline — non-binding; PDPC draft AI guidelines (Feb 2026) require DPIAs for high-risk AI.

Nine feature groups

F1 Inventory & Risk Classification · F2 Human Oversight & Kill-Switch · F3 Audit Trail · F4 Data Governance · F5 Model & Vendor Risk · F6 Transparency · F7 AI Security · F8 Fairness · F9 Documentation Generator.

Architecture patterns

API gateway/interceptor · embedded LLM guard · specialized guard model · data-layer control · UI guardrails. Most regulated deployments combine three or more.

Sector add-ons and roadmap

Banking: FEAT board pack, segregation of duties. Insurance: mandatory human sign-off before adverse action. Government/CII: on-prem or sovereign cloud, air-gapped mode. Phase 1: F1–F3; Phase 2: F4, F8, F6; Phase 3: F5, F7, F9.

Gartner MQ 2026

Inaugural MQ (16 June 2026) narrowed 100+ vendors to 13. Leaders: IBM, ServiceNow, Truyo. Use it as a shortlist filter, not a substitute for fit assessment.

Not legal advice.

Ask Stream AI