Notes on building with AI
Generative AI Use Cases in Banking That Actually Ship
The generative AI use cases in banking that reach production: onboarding, reporting, client communications and risk ops, governed for a regulated bank.
Read article → SkillsFuture for Companies: How to Fund Team Upskilling
How employers use SkillsFuture to fund team upskilling in Singapore: SME support, absentee payroll and enterprise schemes, and what you need to claim.
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No-Code + AI: Automate Document Work Without Engineers
How no-code AI automation lets ops teams automate document-heavy work (extraction, classification and drafting) without writing code.
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Process Mapping for Automation: Map Before You Build
A practical guide to process mapping for automation: capture the as-is flow, cut the waste, and design a to-be process worth automating.
Read article → What Is an Approved Training Organisation (ATO)?
What an Approved Training Organisation (ATO) is in Singapore, why ATO status decides whether a course can be funded, and what to look for in a provider.
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10 Business Processes Worth Automating First
Not sure where to start? Ten high-ROI business processes to automate first, with the criteria for picking your own quick wins.
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Intelligent Process Automation vs RPA: The Real Difference
Intelligent process automation vs RPA, compared honestly: where rule-based RPA stops, what AI adds, and which fits your workflow.
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What Is Business Process Automation? A Practical Guide
A plain-English guide to business process automation: what it is, where it pays off, and how to tell when a process is ready to automate.
Read article → Funding AI & Automation Training in Singapore: The Full Guide
A practical guide to funding AI and automation training in Singapore: SkillsFuture Credit, employer support, IBF-STS, and what makes a course claimable.
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From AI consumers to AI builders: closing the capability gap
The AI capability gap is the distance between owning AI tools and building with them. Here's what real capability looks like and how to close it.
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Prompting is a skill, not a trick
Prompting is a skill, not a magic phrase. Reliable AI output comes from structure, context and evaluation, all of which can be taught and practised.
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Building your first AI agent: a practical starting point
Building your first AI agent? A grounded guide to tools, memory, guardrails and evaluation, before you write a line of code.
Read article →Bring this thinking to your team
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