The concept
A two-sided marketplace for home services in Malaysia. Customers post a job (free text + photo, BM/EN/Mandarin/Tamil), get 3 vetted workers within 15 minutes, pick one, pay after the job is done. Workers receive qualified leads, set their own schedule, and keep 85-88% of the job value.
Strategic anchors (why this wins)
Trust-first wedge
Every worker KYC'd + background-checked before listing. Existing directories don't do this at scale. The trust layer is the moat.
AI matching over search
Customer describes the problem, AI routes to right category, ranks top 3 workers by match score. Not search-and-browse like the rest.
Worker economics
12-15% platform fee vs 30%+ at lead-gen agencies. Workers keep more, customers pay less. The best workers will switch.
Klang Valley first
One city, 5 categories, prove the loop. Then JB, Penang. Grab playbook. Phase 2 = native apps, B2B tier.
The deck
10-slide concept pitch in the house style (navy + gold + cyan, Calibri, 16:9).
Canonical docs
Discussion
First niche thread inside the #ai-firm-2027 forum.
Project at a glance
- Owner
- Nizmax (sir) + BotBot team
- Phase 1 scope
- Klang Valley · 5 categories (plumber, electrician, painter, AC tech, handyman)
- AI moat
- Job classifier + multilingual NLP + match score + verified reviews
- Platform fee
- 12-15% (vs 30%+ at lead-gen agencies)
- Year 1 targets
- 500 workers · 5,000 jobs · NPS 50 · RM 250k GMV x fee
- Phase 2 gate
- 500 workers + 5,000 jobs + NPS 50 = expand to JB + Penang
- VPS port
- 8100 (systemd-managed, survives restart)
- Standard
- Folder + Discord + VPS + deck (the locked project standard)
Why this is the first AI-firm niche
- Massive TAM in MY — every homeowner needs these services
- Fragmented market — no trust-layer incumbent
- AI capabilities (multilingual NLP, vision, dynamic pricing) are mature enough now
- Sir's quality-systems background (IATF 16949, ISO 9001) maps directly to worker-vetting
- Reusable platform — same code, different category (tutor, cleaner, eldercare) = portfolio
What sir needs to decide (next 30 days)
- Pricing model — fixed fee per job vs % of job value (default: 13% take rate)
- KYC partner — Jumio / Onfido / Veriff / local vendor (default: Jumio)
- First-100-workers bootstrap — cold recruit vs training-institute partnership vs acquire (default: training-institute)