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Putting AI to work, written so you can check it
Guides, grant breakdowns, industry use-cases and notes from the work. Every figure is sourced and linked, so you can check it yourself.
- News
Back-to-back npm supply chain attacks: our products are checked and unaffected
Parts developers use daily were tampered with twice this year. What happened in plain language, why it concerns you, what to ask your vendor.
Read → - Use Case
AI for Nail & Beauty Salons: What Can a Small Beauty Studio Actually Do with AI?
No-shows, messy booking, regulars who never come back. Three studio types, which fix to do first, and the subsidy a small shop can apply for.
Read → - Use Case
AI for Bubble Tea & Coffee Chains: What Can Beverage Stores Actually Do with AI?
Peak-hour queues, multi-store stocking, quality that varies by shift. Three store sizes, which fix to do first, and the subsidy a small shop can apply for.
Read → - Use Case
Restaurant AI Applications: What Can a Restaurant Actually Use AI For, and How Can a Small Shop Afford to Start?
Don't replace your POS. Pick the job that repeats most and carries the messiest data, and pilot AI there. Three shop types, plus the subsidy.
Read → - Use Case
Manufacturing AI Applications: What Can a Factory Actually Use AI For, and Where Does It Pay Off First?
Don't overhaul the plant. Pick the process that repeats most and carries the messiest data, and pilot AI there. Three factory sizes, and what pays back.
Read → - Guide
2026 Taiwan Government Grants for SME AI & Digital Transformation: The Plain-English Guide
Nine grants help Taiwan SMEs adopt AI in 2026: SBIR, Cloud Market credits, the new AI Toolbox credits and more. Caps, deadlines, and which are still open.
Read → - Comparison
AI Native vs. Bolting AI onto Legacy ERP: What Actually Differs
AI Native redesigns the workflow around how you work. Bolting AI on hangs a chat box outside. Compare rollout, staff burden, auditability, payback.
Read → - Guide
How Taiwanese SMEs Can Get Started With AI: A Step-by-Step Guide for Owners
Only 7.4% of Taiwanese SMEs have adopted AI. Six steps to map the pain, pick a tool, run one pilot, and scale it — plus the grants that share the cost.
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Read enough — where should your business start?
These articles cover the general case. Which workflow pays back first for you, and whether a grant applies, takes about thirty minutes to answer — faster than reading ten more articles. The first conversation is free, and the diagnosis it produces is yours to keep even if we never work together.