AI

AI City

Can an LLM Predict a Flood? What AI Actually Does in Flood Forecasting, and Where Drones and Gauge Cameras Fit

September 27, 2026

After Bangkok’s September 2026 flood, one question keeps coming up in our conversations with factories, estates and local administrations: can’t we just use AI — ChatGPT, Claude, an LLM — to predict…

AI Security

Shadow MCP: The AI-Agent Blind Spot Your SOC Isn’t Watching Yet

September 23, 2026

In October 2025 we wrote an enthusiastic post about how agentic AI and MCP servers work together. The architecture still holds. What changed in the eleven months since is the security picture around…

AI ERP Industry Microcontroller

Inside simpliMES: How One Django Core Runs Discrete and Batch Manufacturing on the Same Engine

September 7, 2026

Every manufacturing digitalization conversation eventually runs into the same wall: the ERP knows what should be made, the machines know what’s actually happening, and nothing in between is…

AI Security

Using Small Language Models to Detect Cyber Attacks from Wazuh Logs and Firewall Syslog

August 26, 2026

Security operations centers drown in alerts. A mid-sized enterprise running Wazuh across a few hundred endpoints, plus a FortiGate or similar firewall forwarding syslog, can easily generate tens of…

AI Chatbot

Build vs Buy: Should You Deploy Your Local LLM In-House, or Hire a Partner?

July 22, 2026

Your team downloaded Llama 4, spun up a GPU box, and got a chatbot answering questions in an afternoon. That part is genuinely easy in 2026 — open-weight models are good, quantization tooling is…

AI Chatbot

Why Your RAG Pipeline Keeps Leaking Data It Shouldn’t: Access Control at the Retrieval Layer

July 18, 2026

This isn’t a hypothetical. It’s the single most common architectural mistake in enterprise RAG deployments, and it’s almost never caught in a demo. Demos use one document set and one user. Production…

AI Chatbot

On-Premise LLM Deployment: Hardware, Models, and TCO for Enterprise (2026)

July 1, 2026

From "why go local" to "what do I actually buy"

AI

Enterprise Local LLM Readiness Assessment

June 26, 2026

A 25-point self-assessment for IT and security leaders in Southeast Asia and Japan

AI

Why Enterprises in Southeast Asia and Japan Are Moving LLMs Inside the Firewall

June 26, 2026

title: "Why Enterprises in Southeast Asia and Japan Your teams are already using AI. The question is whether you know about it.

AI

On-Device AI in React Native: Run LLMs Locally with ExecuTorch

June 22, 2026

In the previous post in this series, we built a streaming AI chatbot backed by a FastAPI server. That covers the majority of enterprise use cases. But for a growing set of requirements — strict data…

AI Chatbot

How to Add an AI Chatbot to Your React Native App (with FastAPI Backend)

June 21, 2026

Most React Native tutorials stop at the UI layer. They show you how to render chat bubbles and handle keyboard offsets—then hand-wave the backend with a vague "call the OpenAI API from your app."

AI

pgvector Tutorial: Add Vector Search to PostgreSQL for RAG and Semantic Search

June 14, 2026

If you’re building a RAG pipeline or any application that needs semantic search, you’ll eventually need to decide where to store your embeddings. Dedicated vector databases (Pinecone, Qdrant,…

AI

Private AI vs ChatGPT: What’s the Difference and Which Does Your Business Need?

June 4, 2026

Most organisations that evaluate AI for internal use eventually ask the same question: do we use ChatGPT, or do we deploy something ourselves?

AI Chatbot

What is RAG? A Plain-English Guide for Business Leaders

June 3, 2026

Every enterprise that’s tried ChatGPT for internal knowledge work hits the same wall: the model doesn’t know your products, your policies, your contracts, or your procedures. It hallucinates. It…

AI ERP

The Production Gap: Why 80% of Enterprise AI Pilots Never Ship

May 17, 2026

There’s a graveyard somewhere in every enterprise IT department. It’s full of demos that wowed a steering committee in 2024, RAG prototypes that beat ChatGPT on three cherry-picked questions, and…

AI ERP

ERPNext for Asian Factory Operators: Why Out-of-the-Box AP Workflow Falls Short — and the Country-Pluggable Architecture That Fixes It

May 10, 2026

If you’re running ERPNext across multiple Asian factory operations — say a manufacturing plant in India, a Southeast Asian satellite (Thailand, Vietnam, Indonesia), and an export-oriented Chinese…

AI ERP

Odoo Invoice Digitization in Asia: Why the Standard OCR Underperforms — and the Architecture That Fixes It

May 10, 2026

If you run Odoo across multiple Asian markets — say, a manufacturing operation in Thailand, a sales subsidiary in Japan, and a procurement office in China — you’ve probably discovered the same thing…

AI ERP

simpliLink: AI-Native ERP Integration Middleware for the Modern Manufacturing Stack

May 5, 2026

Enterprise ERP integration is a solved problem — at least, that’s what your SI vendor will tell you. The reality inside tier-2 and tier-3 manufacturing plants is very different: brittle…

AI Security

Building a Tier-1 SOC Analyst Agent: Wazuh + Claude + Shuffle in Production, Why “AI for SOC” mostly doesn’t work — and what does

May 2, 2026

Every vendor with a security product has bolted "AI" onto the marketing page in the last eighteen months. Most of it is rebranded ML classification: anomaly detection that already existed, dressed in…

AI ERP

The Accounting Software Your Firm Uses Is Built for Your Clients, Not for You

April 28, 2026

Walk into any mid-sized accounting firm in Bangkok and you’ll see the same thing. Three monitors. One has FlowAccount open — logged in as the client. Another has Excel — the master tracker,…