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Field notes from SSG and AI services and building Agentic AI workflows.

AI Agents, LMS and TMS case studies from the Tertiary Infotech Academy.

Custom n8n Training for UOB Staff — Banking Workflow Automation
23-07-2025

Custom n8n Training for UOB Staff — Banking Workflow Automation

Tertiary Infotech Academy delivered a two-day customised n8n training for 7 UOB staff on 23 Jul 2025 — led by Dr. Alfred Ang, focused on banking workflow automation, plus why n8n is useful for the banking industry.

Custom n8n Training for UOB Staff — Banking Workflow Automation
23-07-2025

Custom n8n Training for UOB Staff — Banking Workflow Automation

Tertiary Infotech Academy delivered a two-day customised n8n training for 7 UOB staff on 23 Jul 2025 — led by Dr. Alfred Ang, focused on banking workflow automation, plus why n8n is useful for the banking industry.

How MCP Servers Power Production AI Agents — A 2026 Field Guide
15-04-2025

How MCP Servers Power Production AI Agents — A 2026 Field Guide

MCP — the Model Context Protocol — is the wiring that lets AI agents call your real tools, your real files, and your real APIs, with consistent permissions and logging. Here is what it does and where to deploy it in a Singapore stack.

Improve HR Processes with Microsoft Copilot Agents — Singapore 2026
15-04-2025

Improve HR Processes with Microsoft Copilot Agents — Singapore 2026

Microsoft Copilot Agents — built on Copilot Studio — give HR teams custom AI assistants for onboarding, policy queries, leave management, and performance reviews. The trick is governance, not technology.

Microsoft Copilot 365 for Singapore Workplaces — A 2026 Adoption Guide
15-04-2025

Microsoft Copilot 365 for Singapore Workplaces — A 2026 Adoption Guide

Microsoft Copilot 365 embeds AI directly into Word, Excel, Outlook, Teams, and PowerPoint. The productivity wins are real, but so are the data-residency and governance questions. Here is how Singapore teams adopt it without the trapdoors.

Improve AI Chatbots with Retrieval Augmented Generation (RAG) — 2026 Guide
15-04-2025

Improve AI Chatbots with Retrieval Augmented Generation (RAG) — 2026 Guide

RAG is the difference between a chatbot that hallucinates and one that answers from your real documents. Here is how to deploy RAG inside an LMS, a TMS, or a Singapore-specific customer-service workflow.

Digital Transformation with Digital Twins — A 2026 Singapore Playbook
15-04-2025

Digital Transformation with Digital Twins — A 2026 Singapore Playbook

Digital twins moved from concept to operating tool in 2026 — manufacturing, energy, healthcare, smart cities. Here is how Singapore operators put them to work without over-engineering the first deployment.

Build AI Agents with Microsoft Copilot Studio — 2026 Walkthrough
14-04-2025

Build AI Agents with Microsoft Copilot Studio — 2026 Walkthrough

Copilot Studio is Microsoft's low-code canvas for building custom AI agents that plug into Teams, Outlook, and your own systems. Here is what it does well, where it hits limits, and how Singapore organisations deploy it.

Agentic AI Automation with Flowise — A 2026 Practical Guide
14-04-2025

Agentic AI Automation with Flowise — A 2026 Practical Guide

Flowise is a low-code visual builder for LLM applications, built on LangChain. Here is where it earns its place in a Singapore deployment, and how it compares to n8n and Langflow.

Improve Customer Service with AI Chatbots — A 2026 Singapore Playbook
14-04-2025

Improve Customer Service with AI Chatbots — A 2026 Singapore Playbook

Modern AI chatbots — RAG-backed, sentiment-aware, integrated into support systems — are a different category from the rule-based bots of 2022. Here is how Singapore service teams deploy them without the usual failure modes.

Will AI Agents Replace Jobs? A 2026 Singapore View
14-04-2025

Will AI Agents Replace Jobs? A 2026 Singapore View

The job-replacement debate is louder, but the evidence on the ground in 2026 is clearer: AI agents reshape work composition, not employment headcount. Here is what is changing in Singapore — and how to upskill for it.

The Rise of AI Agents in the Singapore Workplace (2026)
14-04-2025

The Rise of AI Agents in the Singapore Workplace (2026)

AI has moved from tool to teammate. In Singapore workplaces, agentic AI systems are running real workflows — triage, drafting, scheduling, follow-up. Here is the state of play, and what to do about it as a team lead.