Journal

Product Thinking

Frameworks, case studies, and hard lessons from 15 years in product. Teh Kim Guan, ACMA, CGMA

Compliance as Operating System: How Gate.io Built Four Different Market Entries

Gate.io built four structurally different market entries: Japan, Turkey, United States, European Union. Each engineered to fit inside the regulator's preferred channel, not around it.

2026-05-20 · 9 min read · Teh Kim Guan, ACMA, CGMA

Product Strategy

Building the Compliance Layer: Product Design for Regulated Data Intermediaries

Most platforms treat compliance as a tax. The ones that last make it the architecture. Twelve design patterns from Plaid, Palantir, SingPass, and Veeva — and what they mean for builders in ASEAN.

2026-05-20 · 11 min read · Teh Kim Guan, ACMA, CGMA

Services Are the New Software: The Autopilot Wedge for SEA Fintech and Regtech

Sequoia argues the next trillion-dollar company sells outcomes, not tools. Here is what the autopilot thesis means for KYC, claims, accounting, and mortgage origination in Southeast Asia.

2026-05-18 · 10 min read · Teh Kim Guan, ACMA, CGMA

Consulting

The Self-Sustaining Handoff: Why Every Consulting Engagement Should End with a System, Not a Report

Most consultants deliver a report. The client reads it once, implements 20% of it, and files the rest. There is a better exit: a system the client team can operate without you.

Product Thinking

Compliance as Operating System: How Gate.io Built Four Different Market Entries

Building the Compliance Layer: Product Design for Regulated Data Intermediaries

Services Are the New Software: The Autopilot Wedge for SEA Fintech and Regtech

The Self-Sustaining Handoff: Why Every Consulting Engagement Should End with a System, Not a Report

Token Economy as Cash Economy: Treating Model Selection as a Staffing Decision

The Compounding Agent in Production

Brief-then-Fire: A Two-Stage Architecture for AI-Augmented Consulting Workflows

The Delegate Reset: When a Team Member's Scope Dies and How to Restart Cleanly

The T1-T4 Framework: Why Most AI Pitches to Malaysian Banks Are Unbuyable

Reverse-Engineering Malaysian Government Portals: A Reusable Crawl Pattern

The 95% Margin Workflow: How One Consulting Engagement Compressed RM 30,000 of SEO Work into RM 800

The Scope Compression Session: How I Cut Every 0→1 Product to Its Irreducible Core

How I Run 0→1 Product Sprints: A Framework for Founders

Regulation as an Operating System

PRD Mid-Prototype: Why Writing Requirements After the First Screen Works Better for RegTech

The Intent Gap: What Nielsen's AI UX Framework Gets Right and Misses for Regulated Software

Why I Stopped Launching Background Agents for File Creation

The Eval Harness Is Load-Bearing Infrastructure

When Your Team Outgrows Intuition: Building a Delegation Routing Layer

Token Economics for Solopreneurs: Build Once With Tokens, Run Forever

The 67/27 Problem: When Your AI System Becomes Its Own Overhead

Delegation Without a Team: The 3-Tier Classification System

The Only Moats That Survive AI

Brief Before Build: The Hidden Cost of Produce-Then-Constrain

Background Queue Friday: The 30-Minute Monthly Reset

The Verification Loop: Why AI Skills Without Evals Are Prompts With Delusions of Permanence

Three Layers Every AI Agent Stack Needs: Memory, Routing, Execution

From SEO to GEO: What Being the Answer Requires

Phase-Gated Pipelines: Why the Best AI Tools Separate Inspection from Construction

The Auto-Research Stack: From Karpathy's Experiment to Production Pipelines

The Task Cascade Protocol: Why Most Knowledge Work Systems Leak Tasks

Self-Evolving Skills: The New Infrastructure for Reliable AI Agents

In-Page AI Agents: Why This Becomes the Standard Way to Deploy AI Copilots

Topical Authority and AI: Rank Page 1 in 45 Days

Satellite AI Foundation Models: The Democratization Trap

Prompt Engineering as Defensible IP: The New Excel Model

The One-Person Operating Model: Integration Beats Collection

LLM Councils: Why Ensemble AI Makes Professionals More Defensible

Hybrid SQL+Vector Search: The Architecture Behind Trustworthy AI Valuations

Free Satellite Data Is a Commodity. Intelligence Is Not.

Five Models, Five Jobs: A Framework for Choosing the Right AI

Computer Vision in Property Valuation: Precision at Scale

AI and Crypto: The Infrastructure Nobody Saw Coming

The Unblock Pattern: Why a 15-Minute Validation Saves 15 Hours of Wasted Build