AI & automation
AI agent vs chatbot: decide what the software may do first
The label on an AI tool settles little. List the tasks, then decide which it may answer, look up, draft, do with approval or do alone.
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AI & automation
Most Singapore SMEs need one dependable workflow before they need an AI strategy. These guides start from the task: what the software may answer, draft or do, who checks the result and what a wrong answer would cost.
Where IMDA or PDPC guidance applies we link it and say when we checked it. The advice stays vendor-neutral: start with the guide below, then move to the framework or checklist you need.
Start here AI agent vs chatbot: decide what the software may do first
AI & automation
PDPA and AI: what PDPC’s 2026 guidelines expect of SMEs
PDPC’s 20 July 2026 guidelines make a business using generative AI tools a “system deployer”, primarily responsible for choosing tools that can meet the PDPA.
AI & automation
AI hallucination: checks before customers see an answer
An AI hallucination is a plausible but wrong answer. Adapt IMDA’s testing guidance into a 30-question test and an error log before replies reach customers.
AI & automation
AI CV screening in Singapore: a fair-hiring decision log
AI CV screening in Singapore leaves the employer accountable, says TAFEP. Copy a five-field shortlisting log and see it audited on 12 fictional applicants.
AI & automation
AI use policy template for staff: one page for Singapore SMEs
Copy an eight-clause AI use policy template for staff: approved tools, what they may enter, review and incidents, each clause mapped to PDPC and IMDA guidance.
AI & automation
AI vendor questions: 15 to ask before you sign
Fifteen AI vendor questions on data, testing, human control, contract and exit, each tied to PDPC or IMDA guidance, with a scoring sheet and worked example.
AI & automation
AI Agent Testing: IMDA Starter Kit and Accredited AI Testers
IMDA's 14 October 2026 kit sets four steps for testing AI agents, and five firms are now accredited AI testers. A 40-case test plan and when to pay for one.
AI & automation
What is agentic AI? A plain guide for Singapore SME owners
What is agentic AI? Software that pursues a goal over several steps and acts through tools. See how IMDA describes it, plus a four-question test for suppliers.
AI & automation
AI chatbot for business: tests before accepting a quote
Give vendors the same 20-question test set, human-handoff rules and data terms before committing to an AI chatbot build. Include an explicit launch stop rule.
AI & automation
How to use AI meeting notes safely in Singapore
Set recording boundaries, vendor data questions and human review before piloting automated notes on a customer workflow. Review each output.
AI & automation
How to scope a small AI pilot
How to scope a small AI pilot: A worked example and practical questions for comparing written scope, cost and terms in Singapore before committing.
AI & automation
How to scope WhatsApp automation for a small business
Map customer messages, escalation, privacy and a small pilot before buying automation. Includes a Singapore comparison and questions to ask.
AI & automation
IMDA’s agentic AI framework: checks before an agent acts for you
An AI agent that can send, change or buy carries different risks from a chatbot draft. Use IMDA’s 2026 framework to set limits, owners and stop rules first.
AI & automation
Your first AI pilot should survive a bad answer
For a Singapore SME, the useful starting point is a repeatable task, checked examples and an honest measure of the time spent reviewing.