Renovation quote generator
exampleA renovation contractor · Batch 3
Turns a WhatsApp message + a few photos into a costed, branded quote in under a minute. Was 45 minutes by hand.
Portfolio
Not demos — real systems running in real businesses, built by our members at workshops and beyond. This is what “learn AI” actually looks like.
Member builds
Real things, built by members.
Weekly ops report bot
exampleAn SME founder · Kuala Lumpur
Pulls numbers from three spreadsheets every Monday and writes the management summary. Saved ~10 hours a week.
Property listing writer
exampleA property agency · Batch 4
Feeds unit details in, gets on-brand listing copy + captions for 5 platforms, in Malay and English.
Clinic reminder sequence
exampleA dental clinic owner · PJ
Auto-drafts appointment reminders and follow-ups in the clinic's voice. Cut no-shows noticeably.
Grant eligibility checker
exampleA grants consultant · Batch 2
Client answers 8 questions, gets a shortlist of grants they qualify for + next steps. Used on every discovery call now.
Tuition centre lead responder
exampleAn education centre · Selangor
Answers parent enquiries after hours, books trial classes into the calendar. Books while everyone sleeps.
For business — done-for-you
Representative outcomes from B2B implementations. (Real named client wins replace these as they’re published.)
Logisticssample
KL logistics SME
The problem
Ops team spent 40+ hours a month hand-building delivery + billing reports across systems.
What we built
An AI workspace that assembles the reports automatically and flags anomalies for review.
~40 hrs/month saved
Real Estatesample
Property agency
The problem
Agents were slow to reply to portal leads; hot enquiries went cold overnight.
What we built
An always-on responder that qualifies and books viewings straight into agents' calendars.
Faster first-reply, more viewings booked
Consultingsample
Professional services firm
The problem
Proposal writing was a bottleneck — every pitch took a partner half a day.
What we built
A guided proposal builder trained on their best decks and pricing.
Half-day → under an hour