Who writes this.
I'm Ronnie, based in Singapore. I run 4i Solutions, a small consultancy that lives at the intersection of DevOps, AI automation and web development — self-hosted Docker infrastructure on my own VPS, custom Odoo v17 modules, WordPress/WooCommerce builds and SEO audits for real client sites.
I also build AI agents as working products, not slideware. The proactive assistant that verifies tasks, compiles digests and pings me on Telegram? It runs in Docker on my own server. I use the automation I write about — which is exactly why I get to be picky about what I recommend to you.
After years of client work I kept meeting the same person: a small-business owner who knows AI could save them time, but doesn't know which tools to trust, doesn't have a spare week to test them, and has no idea that grants like the PSG could offset the cost. I kept wishing there was one honest, Singapore-specific resource I could just send them.
Little Red Bot is that resource. Tool comparisons with the method published — and a "tested" label only where we can show receipts. Grant math that includes the vendor markup. Templates instead of theory. And a hard rule that keeps it useful: nobody can buy a verdict — see how we make money.
Practitioner, not guru. No revenue screenshots, no "I scaled 500 businesses" stories — just working automation and the receipts.
The conflict of interest, named before anyone else names it: yes, my consultancy does implementation work in this same field. That's exactly why the firewall exists: 4i Solutions is permanently ineligible for this site's referrals, listings and vendor scorecards — Little Red Bot will never route a lead to it, and no article here will ever recommend hiring it. The site's job is to be the answer I could always send with clean hands. Full rules: how we make money.
The name
Singapore is the little red dot; this is the little red bot that works for it. The mascot's antenna ball and belly button are literal little red dots. The bot works for you — never for the vendors.