A 60-year-old workflow runs
SEA's biggest cuisine.一个吃了六十年的赛道，还在用人脑估价。
Mixed-rice stalls feed 180 million people every day. Almost none have an itemized receipt, inventory, or a usable dataset. That's the gap.
Eyeballed pricing
Cashiers guess the total in 2 seconds. Same plate, three different prices.
Peak-hour bottleneck
Queues snake past lunch hour. 30% of customers walk away before reaching the till.
End-of-day shrinkage
No itemized record. Owners can't tell what sold, what was undercharged, what was eaten by staff.
One camera. Three signals. Zero retraining.一个摄像头，三秒钟，搞定每一盘饭
Mount the camera
1080p ceiling-mounted unit, pre-flashed, magnetic base. 15 minutes to install — no rewiring, no scale, no kitchen downtime.
AI prices the tray
smr-vision is trained on 4.2M tagged SEA dishes. Detects every item, runs a halal & portion check, computes total in under 200 ms.
POS & QR fire together
Total pushes to your existing POS — StoreHub, Loyverse, GHL — and a DuitNow / QRIS / PayNow code lights up on the customer screen.
One box.
Everything inside.一台机器，开箱即用，15 分钟装好
Modular aluminum frame, ceiling or counter-mount. Ships pre-flashed with smr-vision. No IT team needed.
Build a tray.
Watch the AI price it.选几样菜，AI 现场报价
No app to download, no scale. Same model runs over our ceiling camera at every stall.
Everything an uncle running
12 trays an hour actually needs.老板要的只是：快、准、收得到钱、还能看账
SmartMixedRice replaces the cashier at the front, then quietly becomes the back-office every stall has been missing.
Plug-into-anything POS
Sits between camera and StoreHub, Loyverse, Square, BIG-POS, GHL, even legacy thermal printers.
Dish-level P&L, finally
Owners see which dishes sell, when, at what margin. Auto-flags shrinkage and time-of-day under-pricing.
Inventory that pulls itself
Each sold portion debits the kitchen. Tomorrow's prep list lands in WhatsApp at 9pm. No more 'sambal habis' at noon.
Halal-aware vision
Trained with halal-supervisor labelers. Visually flags non-halal items in halal-only stalls.
Edge-first, offline-safe
Inference runs on a Hailo-8L stick. Internet drops? Bill still prints. Cloud syncs when wifi returns.
Speaks the kitchen's language
Bahasa, Mandarin, Cantonese, Hokkien-romanized, Tamil, English. Prompts auto-localize per stall.
180 million mouths a day.
Hiding in plain sight.每天一亿八千万张嘴，喂养了一个尚未被数字化的赛道
Mixed-rice is the default lunch across MY, SG, ID, PH and southern TH. SmartMixedRice is the first vertical AI built for its visual language.
USD · SEA economy-rice & mixed rice stall spend / yr
USD · stalls running ≥40 trays / day, Malaysia + Singapore first
USD · 2,000 stalls × RM 99–299/mo, conservative ramp
Based on pricing accuracy improvements at similar formats.
Manual cashier ~18s vs AI detection ~6s per tray.
Itemized receipt makes every charge transparent.
Product built. Seeking first pilot stalls and pre-seed.
A vertical AI
built for a wet,
noisy kitchen.为油烟、潮湿、断网的厨房而设计
Not a wrapper around someone else's foundation model. smr-vision is trained on SEA dish images, distilled to run on a $30 edge chip.
Three revenue lines. One camera.一套设备，三条收入
Hardware sold at cost during pilot phase to accelerate stall adoption and data collection.
Tiered by stall size. Starter RM 99, Business RM 299. Target 80%+ gross margin at scale.
Payment layer to be activated post-pilot. Potential to become largest revenue stream at scale.
Built for the uncle
running 12 trays an hour.我们在找的第一批老板长这样
“Reconciling every night takes hours — because there is no record of what was charged for what.”
“每天收档对账要对到凌晨，因为根本不知道哪道菜被少收了。”
“Peak hour queues snake out the door. The cashier is the bottleneck — eyeballing prices takes time.”
“高峰时间队伍排到门外，收银员靠眼睛估价，快不了。”
“Month-end numbers don't add up. No way to tell which dish, which stall, which shift is leaking.”
“月底发现钱对不上，但不知道是哪个档口、哪道菜、哪个员工的问题。”
Flexible plans for every stall.适合每个档口的灵活定价
Start free with a pilot. Scale as you grow. Hardware included during pilot period.
Run the lunch rush
on autopilot.让 AI 替你收钱，你只管炒菜。
We are looking for our first pilot stalls. We install everything for free, you run it for 30 days. If it doesn't cut your queue and reduce disputes, we take it back. No risk.
Raising pre-seed.
Building the category.寻找种子轮投资人 · 一起开拓这个赛道
MVP is built and working. Looking for pre-seed capital to run paid pilots, validate unit economics, and hire the first sales person in Malaysia.