If you run a business in Mexico and read in English: AI for inventory turns your sales history into a forecast of what to buy, how much, and when. It is meant to read from the point of sale or CRM you already use instead of replacing it, and the way in is one product category, not the whole warehouse.
In short
- Ask for the forecast on one category first, and compare it against how you decide today.
- The forecast is built from your own sales history, not from generic rules in a manual.
- Ideally it reads from the point of sale or CRM you already run, instead of a second place to type things into.
- If you throw out spoiled stock or lose sales for being out of an item, that cost is already in your numbers.
- For inventory, Walabi builds custom, which runs 4 to 12 weeks depending on how deep it has to go.
What to ask before you sign anything
Two checks come before any quote. On money: add up what a month costs you in spoiled stock and in sales you could not fill, and put that next to what the build costs. On people: whoever buys or runs the warehouse has to read what the system says and act on it, not become a data scientist.
Then ask whoever is going to build it:
- How many months of sales history they need before the first useful forecast.
- What the forecast does with a product you just added, with no history behind it.
- How often it recalculates, and in what format you see the result.
- How it reads from the point of sale or CRMyou already run.
- Who keeps your data, and what you take with you, if you stop.
What the forecast does with your sales history
AI for inventory reads your sales history, seasonality, and promotions to work out what you will need and how much. It is not magic: it is software that learns patterns in your own data instead of applying rules from a manual. If a coffee shop sells more cold drinks in summer and more hot ones in winter, the forecast can put a number on each for the season ahead, instead of someone guessing at it.
Here are three problems AI for inventory takes on directly:
- Guessing how much you will sell.It reads past sales, promotions, and holidays to work out what moves and when.
- Getting stock levels right.Too much inventory ties up cash; too little means sales you cannot fill.
- Spoilage and expired stock.Better forecasts mean you buy what you will actually move, which weighs most with perishable goods.
The data it needs, and where to look for it
| Data AI needs | Where to look for it | What it is used for |
|---|---|---|
| Sales history by product | Point of sale, spreadsheet or notes | Estimating what will move |
| Spoilage and expiry | A spoilage log, if you keep one | Working out what you are losing |
| Supplier deliveries | Supplier notes or messages | Knowing when to reorder |
If those three exist somewhere, even messy, you have enough for a first conversation.
Start with one category, not the whole warehouse
- Pick the category that spoils the most or runs out most often.
- Check where you log sales today (point of sale, CRM, or a well-kept spreadsheet): that is what the forecast is built from.
- Run it for a few months on that category, compare it against what you did before, and take it to the next category only if it holds up.
For the wider question of which process to automate first, see where to start automating your business.
If you are buying this from outside Mexico
For inventory, the path at Walabi is a custom builddesigned around how you buy and sell, which is a different decision from renting a generic system. How long a build takes is in the questions at the end.
If your team is not in Mexico, two things are worth settling before anyone starts: what language the screens and the documentation end up in, and who on your side approves the scope and receives the handover. Write down as well who loads the spoilage figures, who signs off on a reorder the forecast suggests, and what you take with you if you stop.
If you also invoice in Mexico, check whether it can read from the system that issues your CFDI. That is the digital tax receipt that article 29 of the Código Fiscal de la Federación requires taxpayers to issue through the tax authority's website.
If you want to work out whether inventory is where to start, or another process makes more sense, book the free 30-minute call with Walabi: it runs in Spanish, with real people, and you leave with a map of what a ready-made tool already solves, what has to be built, and what is not worth it yet.
Frequently asked questions
Does this connect with CFDI invoicing in Mexico?
An inventory forecast is not an invoicing tool and does not replace one. CFDI is Mexico's electronic invoice, and what to check with any vendor is whether their system can read from the one you already sell and invoice with, the same way you would check that it reads from your point of sale or CRM, so that nobody has to enter the same data twice.
What if nobody on my team speaks Spanish?
Walabi's discovery call runs in Spanish, with a person on the other side, not a bot. If nobody on your side speaks Spanish, bring someone who does for the call.
How long does a custom build take, and what does it cost?
For inventory, Walabi builds custom, and that runs 4 to 12 weeks depending on how deep the system has to go into how you buy and sell. There is no published fixed price for inventory work, because it depends on that scope; the call is where you get a clear number, not a closed quote.
What if my sales history is a mess?
Start by finding it: exports from your point of sale, a spreadsheet, even notes someone has been keeping by hand. Ask how many months they need and what they do with the gaps. If nobody is recording sales yet, that is the first job, before any AI.
Does your inventory still live in Excel? See how we build custom software so your operation stops depending on loose spreadsheets.
