Can AI build an inventory app for my shop if I can’t code? (2026 guide)

Items, SKUs and variants

An item is the thing a customer recognises: a linen shirt, a bag of coffee beans. A variant is a version that has its own stock: the shirt in medium and blue, the beans in 250 g and 1 kg. Stock is counted per variant, so each variant gets its own SKU, the short code you print on labels and type into orders.

Most spreadsheets go wrong here. One row per item with sizes in a note column feels tidy until you need to know how many medium blue shirts are left. Give every variant its own row and its own SKU from day one.

Stock levels and movements

The number on hand should be the result of everything that happened to that variant: deliveries received, sales, returns, damaged stock written off, transfers between your shop and your storeroom. Each of those is a movement with a date, a quantity, a reason and the person who recorded it.

Storing movements rather than just overwriting a number is the single most useful design decision you can make. When a count looks wrong, you can scroll the history and see where it went off.

Reorder points and suppliers

Each variant needs a reorder point (the level at which you order more), a usual order quantity and a supplier with a lead time. With those four fields the app can tell you what to order and from whom.

Counts

Sooner or later the system and the shelf disagree. Theft, miscounted deliveries and sales rung up under the wrong variant all add up. A good app makes counting quick and records the difference as an adjustment, so you can see how much drift you have and where.

Spreadsheets

A spreadsheet is free, flexible and familiar. For a shop with a few dozen items and one person keeping it up to date, it is often enough. Shopify even lets you import and export inventory quantities as a CSV, which shows how common the spreadsheet workflow is.

The trouble starts when two people edit at once, when someone types over a formula, or when you need history. A spreadsheet stores the current number well and the story behind it badly.

Off-the-shelf inventory tools

If you already take payments through Square, its retail plans document low-stock alerts, inventory history, a counting tool for full or cycle counts, vendor profiles and purchase orders. Shopify tracks inventory per variant and across locations. Sortly, a standalone inventory app, publishes plans by number of unique items and user licences, with a free plan for 100 items and one user, and lists barcode scanning, low-stock alerts and offline mobile access among its plan features.

These products are mature and supported by a vendor. If your shop works the way they expect, they are hard to beat. The friction appears when it doesn’t: items made from other items, stock you hold on consignment, a workshop that turns raw materials into finished goods, or a rule like “never let the display model count as sellable”.

Building your own with AI

AI app builders close the gap between a spreadsheet you control and software someone else designed. You describe your shop in plain English and get a web app with a real database, sign-in for staff, and the screens you asked for. When your process changes, you ask for the change.

The trade-off is ownership. Nobody else decides your features, which is the point, but you are also the one who tests a change before relying on it. For most small shops that means a short checklist after each change, not a technical job.

The core tables

For most shops, five tables cover it. Items (name, category, description, photo). Variants (item, size or colour, SKU, price, cost, reorder point, reorder quantity, supplier). Suppliers (name, contact email, lead time in days). Locations (shop floor, storeroom, second store). Stock movements (variant, location, quantity in or out, reason, date, who).

The stock on hand for a variant at a location is then the sum of its movements. You never type a stock number directly; you record what happened.

Reasons for movements

Keep the list short and fixed: received, sold, returned, damaged, transferred, count adjustment. A fixed list makes reports possible. If staff can type free text, you end up with “broke”, “broken”, “dmg” and “oops” and no way to total them.

Who can do what

Decide roles early. A common split: the owner sees costs, margins and every report; a manager can receive deliveries, run counts and edit reorder points; sales staff can record sales and damages but not change costs or delete history. Floot apps have their own sign-up and login with roles, so these rules become part of the app rather than a shared password.

What you don’t need yet

Skip forecasting, multi-currency and accounting exports in the first version. Get the counts right and trusted, then add the next thing you actually miss.

The formula

Shopify’s retail guide gives it as daily sales velocity multiplied by lead time, plus safety stock. Safety stock is the extra you hold in case the delivery is late or a week is busier than usual. If you are happy to risk the occasional stockout, you can leave safety stock at zero.

A worked example

Say you sell about 4 bags of a house coffee blend a day, your roaster delivers 5 days after you order, and you want 3 days of buffer. That is 4 × 5 = 20 bags to cover the wait, plus 4 × 3 = 12 bags of safety stock. Reorder point: 32 bags. When stock drops to 32, you order.

Your app can calculate daily sales from the last 30 days of sale movements and suggest a reorder point for every variant. Keep the suggestion separate from the value you actually use, so a manager can override it for seasonal items.

Turning it into a morning email

Floot apps can run scheduled jobs with nobody logged in. Ask for a job that runs at 7 a.m., finds every variant at or below its reorder point, groups them by supplier and emails the owner a list with suggested quantities. You can also ask for a push notification to the manager’s phone. This one feature is often what makes people stop opening the spreadsheet.

1. Write the first prompt

Describe the shop, the tables and the roles in one message. For example: “Build an inventory app for my gift shop. Items have variants with a SKU, price, cost, reorder point and supplier. Stock is tracked per location (shop floor and storeroom) as movements: received, sold, returned, damaged, transferred, count adjustment. Staff log in; only the owner sees costs. Show a dashboard of items below their reorder point, and email me that list every morning at 7.”

Floot builds the database, the screens and the sign-in, and shows a live preview of every change.

2. Import what you already have

Export your current spreadsheet as CSV, upload it and ask the AI to import it. Tell it how your columns map: “Column C is the size, column D is the SKU, column F is the current count on the shop floor.” Ask it to create one opening movement per variant for the current count, so history starts from a known point.

3. Run a real week through it

Record actual deliveries and a day’s sales. Do a small count of one shelf. You will find things to change: a field nobody fills in, a screen that needs a search box, a report sorted the wrong way. Ask for each change in plain English and check it in the preview.

4. Publish and put it on phones

Publishing is free on every Floot plan, and you can use your own domain on paid plans. Staff can open it in their phone’s browser, or Floot can build native iPhone and Android apps and submit them to the App Store and Google Play using your own Apple and Google developer accounts. If you want barcode scanning or offline use, ask the AI to build it and then test it carefully on the actual phones your staff use before you depend on it.

Full counts

A full count means counting everything at once, usually after hours or at year end. It gives you a clean baseline but costs a day. Most small shops do one a year at most.

Cycle counts

A cycle count checks a small slice of stock on a schedule: one shelf a day, or your fastest sellers weekly and everything else monthly. Square’s retail plans mention a counting tool for full or cycle counts, which shows how standard the practice is.

In your own app, ask for a count screen that shows the expected quantity only after the person enters what they counted. Showing it first tempts people to just confirm the number. Save the difference as a count adjustment movement with the counter’s name.

Reading the results

Ask for a monthly report of count adjustments by category and by staff member. If one category drifts every month, look at how it is received or how it is rung up. Patterns are more useful than any single count.

Where Floot’s costs come from

On Floot you pay for building (daily building actions on each plan) and for hosting, which is metered by usage. The free plan gives 100 building actions a day and a one-time $3 hosting allowance, which is enough to build and try a first version. Pro adds custom domains, 1,000 actions a day and $10 of hosting each month. A small shop’s inventory app with a handful of staff is a light workload.

Your data stays yours

You can download the whole database on any Floot plan, and paid plans can restore it to any moment in the last 7 days. That matters for inventory: if someone bulk-edits the wrong column, you can roll back rather than recount.

Can AI really build an inventory app if I don’t know how to code?

Yes. With an AI app builder like Floot you describe your items, stock rules and staff in plain English, and it builds a web app with a database and logins. You check each change in a live preview and ask for fixes the same way you asked for the app.

Should I just use my point-of-sale system’s inventory features instead?

If you already sell through Square or Shopify and their inventory screens fit how you work, that is usually the simplest choice. A custom app makes sense when you have rules they don’t fit, such as kits, consignment stock, materials turned into finished goods, or reports you keep rebuilding in a spreadsheet.

Can I import my existing inventory spreadsheet?

Yes. Export it as CSV, upload it to Floot and ask the AI to import it, telling it which column is which. Ask it to record the current counts as opening stock movements so your history starts cleanly.

Can the app warn me when stock is low?

Yes. Ask for a scheduled job that runs each morning, finds variants at or below their reorder point and emails you the list grouped by supplier. Floot apps can also send push notifications to phones.

Can my staff use it on their phones, and can it scan barcodes?

Staff can use the app in a phone browser, or as a native iPhone and Android app that Floot builds and submits to the stores using your own developer accounts. Barcode scanning is something you can ask the AI to build; test it on your staff’s actual phones before relying on it.

How much does it cost to build an inventory app with Floot?

Floot is free to start. Pro is $25 a month and includes custom domains and $10 of hosting each month; Power is $100 a month. There is no per-user charge for the staff who use your app.