Neumas grocery intelligence and household autopilot

Neumas is an AI grocery and inventory intelligence platform for households in Singapore and Southeast Asia.

Capture

Capture receipts and household grocery purchases with a mobile-first upload flow.

Understand

Understand pantry state, retailer history, spend, and consumption patterns.

Act

Act on stockout predictions, smart shopping lists, and practical household recommendations.

Frequently Asked Questions

Public Neumas pages explain the product while authenticated dashboards and household data remain private.

AI-powered pantry intelligence

Your Grocery
Autopilot.

Scan a receipt. Neumas reads every item, tracks your pantry automatically, predicts what you'll run out of, and builds your smart shopping list — before you even notice.

Built for households in Singapore and Southeast Asia

Free to startNo hardware neededWorks with any receipt

Pantry · Updated just now

Rice (5kg)

14 days left

Cooking Oil

3 days left

Eggs (×30)

6 days left

Receipt scanned

12 items found

Jasmine Rice 5kg

1 bag

Chicken Thighs

1.2 kg

Broccoli

400 g

Pantry updated automatically

Built for households across Southeast Asia

Busy familiesCouples & flatmatesHealth-conscious householdsBudget-conscious householdsHealth & wellness enthusiastsHouseholds in SingaporeHouseholds in Malaysia

From solo renters to multi-generation households, Neumas turns grocery receipts into living pantry intelligence — so you always know what you have and what to buy next.

The problem

Grocery shopping is still
a blind guessing game.

Most households have no idea what's in their pantry, what they're spending, or when they'll run out of essentials. Neumas fixes that.

01

Forgotten pantry items

You buy soy sauce, fish sauce, or cooking oil again — only to find three bottles already at home. Without visibility into what you actually have, duplicate purchases happen every shop.

1 in 3

grocery purchases is a duplicate item

Last 4 purchases · Soy sauce

12 May1 bottle

Duplicate

28 Apr1 bottle

Duplicate

14 Apr1 bottle

~$12 wasted on duplicates this month

02

Expired groceries

Items get pushed to the back of the fridge or pantry and expire before you use them. You don't realise until they're already wasted — money straight in the bin.

15–20%

of household groceries are thrown away unused

Pantry · Expiry risk

Greek Yogurt

Expiring today

Fresh Milk 1L

2 days

Spinach bag

3 days

03

No spending visibility

How much did you actually spend on groceries last month? Which items do you buy most? Without tracking, there's no way to budget, reduce waste, or understand your household's patterns.

the budgeted grocery spend without tracking

Monthly spend breakdown

Fresh produce

34%

Protein

28%

Dry goods

22%

Beverages

16%

04

Manual shopping lists

Every week you write a shopping list from scratch — walking through the kitchen, trying to remember what's running low. It's slow, error-prone, and you still forget things.

45 min

spent per week on manual grocery planning

WhatsApp · Family group

Can someone check if we have eggs?

I think so? Not sure

Just buy them to be safe

We already have 18 eggs lol

05

No consumption intelligence

How fast does your household go through rice? When do you typically restock chicken? Without data, every shop is a guess — and you end up buying too much of some things and too little of others.

0%

of households track their consumption patterns

Rice (5kg) · Consumption history

12-week consumption pattern · No baseline

How it works

From receipt photo to
smart shopping list.

Five steps. No hardware. No manual entry. Just take a photo of your receipt and let Neumas do the rest.

01

Upload your receipt

Take a photo of any grocery receipt — NTUC, Cold Storage, Sheng Siong, Giant, or any supermarket. Upload the photo or a PDF. Neumas reads it instantly.

Supports photos, PDFs, digital receipts

Receipt detected

NTUC_receipt_12may.jpg
Processing…

Reading 14 items…

02

AI extracts every item

Every line item — names, quantities, prices — is extracted and matched to your pantry catalogue automatically. No manual entry, ever.

AI normalises names, quantities, and units

Items extracted

Jsmn Rice 5KG

Jasmine Rice 5 kg

98%

Chicken Thigh ~1.2kg

Chicken Thigh 1.2 kg

95%

Broc 400g

Broccoli 400 g

96%
03

Pantry updates automatically

Your digital pantry reflects exactly what you bought and when. Quantities are tracked over time so Neumas always knows your current stock — without you counting anything.

Live pantry across all food categories

Pantry · Updated 2 min ago

Jasmine Rice 5kg

Updated ✓

Chicken Thigh

Updated ✓

Broccoli

Updated ✓
04

Stockout prediction runs

Based on your household's real consumption rate, Neumas calculates when each item will run out — days or weeks in advance — so you never get caught empty-handed.

Per-item prediction using your consumption history

Stockout forecast

Cooking Oil 2L

3 days left

Eggs ×30

5 days left

Soy Sauce

12 days left
05

Smart shopping list generated

A personalised shopping list is ready before your next trip — ordered by urgency, with quantities based on your usage patterns. Just open and go.

Sorted by urgency · Based on your real consumption

Your list · This week

Cooking Oil 2L

Running out soon

Eggs ×30

Low stock

Soy Sauce

Regular restock

Ready to share with your household

Upload → Extract → Update → Predict → Shop · Typically under 60 seconds per receipt

Features

Everything your household
needs to stay stocked.

Eight capabilities that turn your receipts into a living intelligence layer for your home.

Receipt intelligence

Scan any grocery receipt — physical or digital — and Neumas extracts every item, quantity, and price in seconds. No manual entry, ever.

Pantry inventory

Your digital pantry always reflects what you actually have at home. Items are tracked from purchase to consumption, automatically.

Stockout prediction

Neumas calculates when each item will run out based on your household's real consumption rate — days before it happens.

Smart shopping list

Your weekly shopping list is generated automatically, sorted by urgency and personalised to your household's consumption patterns.

Spending insights

Understand exactly how much your household spends on groceries — by category, retailer, and week — and where you can save.

Waste reduction

Get expiry warnings before items go bad. Neumas helps you use what you have before buying more — saving money and reducing food waste.

Household analytics

Track consumption trends across your whole household over weeks and months. Understand what your family actually eats.

Retailer & vendor insights

See which supermarkets you buy from most, compare prices over time, and spot the best deals on your regular items.

The AI intelligence layer

Neumas learns your
household over time.

Every receipt you scan teaches Neumas more about how your household actually lives. Over weeks and months, the predictions get sharper, the shopping list gets more accurate, and the waste gets lower.

Consumption patterns

Neumas tracks how fast each item is used in your home — whether it's 2 days for milk or 3 weeks for soy sauce — and uses that to predict exactly when you'll run out.

Seasonal adjustments

During school holidays, festive seasons, or when guests visit, Neumas detects shifts in your purchase volume and adjusts its forecasts automatically.

Brand and preference memory

Your household's preferences are remembered. If you always buy a specific brand of cooking oil, Neumas puts that brand on your list — not a generic suggestion.

Waste pattern detection

If certain items consistently expire before you finish them, Neumas flags it and suggests smaller quantities next time — reducing waste and saving money.

Consumption model · Cooking Oil 2L

STOCKOUT_FORECAST · Cooking Oil · Home

purchased: 12 May · 1 bottle

avg_daily_use: 0.3 uses / day

days_remaining: 3.1 days

confidence: 91%

action: ADD_TO_SHOPPING_LIST

Household pattern · Eggs ×30

Week 1

30 eggs purchased

5.1 / day

Week 2

30 eggs purchased

5.3 / day

Week 3 (school hols)

30 eggs purchased

7.2 / day

Week 4

30 eggs purchased

5.0 / day

Seasonal spike detected → adjusted forecast

Brand preference · Rice

Jasmine Gold 5kg

7 of 8 purchases

88%

Sun Moon 5kg

1 of 8 purchases

12%

Shopping list will recommend: Jasmine Gold 5kg

Who it's for

Every kind of household
runs better with Neumas.

Whether you're feeding a family of five or living with flatmates, Neumas turns your grocery habits into intelligent, automatic pantry management.

👨‍👩‍👧‍👦Busy families

Never run out of essentials again.

Between school runs, work, and activities, nobody has time to audit the pantry before every shop. Neumas tracks everything automatically and tells you exactly what to buy — so you're never caught without rice, cooking oil, or the kids' snacks.

Households with 3+ members save an average of 2 trips per month.

👫Couples & flatmates

One shared pantry, zero confusion.

Stop the "did you buy eggs?" messages. Neumas gives everyone in the household a shared, real-time view of what's in the pantry and what needs to be bought. Coordinate your shop without the back-and-forth.

Works for households of any size — shared access, shared lists.

🥦Health-conscious households

Always have what you need for clean eating.

When you're meal-prepping or following a specific diet, running out of a key ingredient derails everything. Neumas tracks your fresh produce and protein so your fridge is always stocked for the week ahead.

Track macros by category — protein, produce, dairy, and more.

💰Budget-conscious households

Know exactly where your grocery money goes.

Neumas builds a full picture of your household spending over time — by retailer, category, and item. Spot where you're overspending, reduce duplicates, and cut food waste. Most households find savings within the first month.

Average household identifies $30–80 / month in avoidable grocery waste.

🏪Retail & CPG pilots

Understand real household consumption at scale.

For retailers and consumer brands exploring Southeast Asian households, Neumas provides ground-truth consumption data — what households actually buy, at what frequency, across Singapore, Malaysia, and the region.

Anonymised, consent-based consumption intelligence for market research.

The dashboard

Your household pantry
at a glance.

A single screen showing what you have, what's running low, and what to buy next — always up to date, always accurate.

Overview

Your complete household pantry command centre — what you have, what's running low, recent scans, and your smart shopping list, all on one screen.

Neumas Control dashboard overview

FAQ

Questions answered.

Everything you need to know about Neumas before you start.

What exactly is Neumas?

Neumas is an AI-powered grocery autopilot for households. You scan your grocery receipts, and Neumas automatically tracks your pantry inventory, predicts when you'll run out of items, and generates a smart shopping list based on your household's real consumption patterns. No manual entry, no spreadsheets.

How do I add my groceries to Neumas?

Just take a photo of your grocery receipt — from NTUC, Cold Storage, Sheng Siong, Giant, Fairprice, or any supermarket — and upload it. Neumas reads every item, quantity, and price automatically. You can also upload PDFs or digital receipts. There's nothing to type.

How does Neumas predict when I'll run out of something?

Neumas tracks how quickly each item disappears from your pantry based on how often you buy it and how much you buy each time. Over a few weeks, it builds a consumption model specific to your household — so it knows that your family goes through 5kg of rice in about 2 weeks, and it predicts that before it runs out.

What supermarkets and retailers does Neumas support?

Neumas can read receipts from any retailer in Singapore and Southeast Asia — NTUC FairPrice, Cold Storage, Sheng Siong, Giant, Fairprice Finest, Don Don Donki, Mustafa Centre, and more. If it's a printed or digital receipt, Neumas can read it. Wet market and hawker purchases can also be added manually.

Does Neumas work for households with dietary restrictions or special diets?

Yes. Neumas tracks every item you buy, so it learns your household's specific diet over time — whether you're vegetarian, halal, gluten-free, or keto. Your shopping list will reflect the foods your household actually eats, not generic suggestions.

How accurate is the AI extraction?

For clean supermarket receipts, Neumas achieves above 95% accuracy on item extraction. For handwritten receipts or delivery notes, accuracy is above 85%. Every extraction is confidence-scored — lower confidence items are flagged for a quick review before they're added to your pantry.

Can multiple people in my household use Neumas?

Yes. Neumas is built for shared households. Everyone in your family or flatmate group can scan receipts and see the same pantry. You can share your shopping list with the whole household — so whoever is at the supermarket can see exactly what's needed.

How does Neumas help me reduce food waste?

Neumas tracks expiry risk based on when you bought items and your typical usage rate. When something is close to expiring, you'll get a heads-up so you can use it before it goes bad. It also helps you avoid over-buying by showing you what you already have before you shop.

Can Neumas track my grocery spending?

Yes. Neumas builds a full picture of your household's grocery spending over time — by supermarket, by food category, and by item. You can see which retailer you spend the most at, which categories are taking up the biggest share of your budget, and where you can save.

Is my data private and secure?

Yes. Your receipt data and pantry information are private to your household. Neumas does not share or sell your personal data. We comply with PDPA (Personal Data Protection Act) in Singapore and applicable data protection regulations across Southeast Asia. You can delete your data at any time.

Does Neumas work in Malaysia and other Southeast Asian countries?

Yes. Neumas is designed for households across Southeast Asia. It works with receipts from Malaysian supermarkets (Jaya Grocer, Lotus's, Aeon, Mydin, Village Grocer) and other regional retailers. The app is available in English, with more languages coming soon.

Is Neumas free to use?

Neumas has a free tier that covers the core features — receipt scanning, pantry tracking, and basic shopping lists. A premium plan unlocks advanced analytics, spending intelligence, multi-household support, and unlimited receipt history. No credit card required to start.

Free to start · No credit card

Scan your first receipt.
Know your pantry today.

Join households across Singapore and Southeast Asia who have replaced guesswork with living pantry intelligence — starting with one photo.

Free to start · No hardware needed · Works with any receipt · Built for Singapore & SEA