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What Analyticalways is and how to decide each week what to replenish in your stores

Analyticalways is a retail software company: it helps plan inventory and manage stock with artificial intelligence, and supports its clients with a consulting service.

If what you need is to decide each week what to replenish and in which store using your own data, Datcisions is an alternative built for fashion brands that gets started without an integration project.

What is Analyticalways?

A software company based in Alcobendas (Madrid). Its platform, ROIvolution, covers preseason planning, including assortment and budget, and stock management during the season.

It includes an AI assistant called Goldar that the team can ask questions in natural language. According to its website, integration takes 30 days, and consulting support continues afterwards. Among its client references, its website features the Colombian chain Tennis.

What decisions does a brand with a few stores need to make each week?

Diego runs a footwear brand with three stores and an online store. (This is an illustrative case, with made-up figures.) At the end of week 6 of a 12-week winter season, his black ankle boots sell very differently at each location:

Location Weekly sales Stock Weeks of coverage
Centro store 6 4 less than 1
Norte store 1 14 14
Playa store 2 8 4
Online store 2 — —
Warehouse — 30 —
Illustrative example. For simplicity, the table combines all sizes.

Centro will run out of ankle boots in days; Norte has enough to last beyond the end of the season. And the total is not enough either: at the current rate, Diego will sell about 66 pairs in the remaining 6 weeks, and he has 56.

  1. Replenish from the warehouse. Sending 20 pairs to Centro gives it about 4 weeks of coverage. The other 10 cover 5 weeks of online sales.
  2. Decide what to do with Norte's surplus. At sales of one pair a week, it will have about 8 pairs left over. He can move them to Centro or Playa, or plan a promotion before markdowns begin.
  3. Review purchasing. Even after moving Norte's surplus, he is about 10 pairs short of reaching the end of the season. If the supplier takes three weeks, he needs to order them now.
A boutique with a table of books and ceramics, a mannequin in a light shirt and clothes racks beside plants.
Photo by Jie Yeu Teoh on Unsplash

None of these decisions is difficult on its own. What is difficult is making them every week, size by size, across the whole catalogue.

How does Datcisions address this?

Datcisions is an AI merchandise planning tool for fashion brands. It connects to your Shopify store (Holded and Odoo are coming soon), reads your products, sales and stock, and turns them into purchase and allocation proposals by size that your team reviews before confirming.

In Diego's week, each step has its place:

  • Step 1, Replenishment. It proposes how much to send to each store from the warehouse, size by size, based on what each one sells. Diego can reserve the pairs for the online store and adjust quantities before confirming.
  • Step 3, Open-to-Buy. It calculates how much more to buy of each size until the end of the season, taking into account stock, orders confirmed or in production in Datcisions and the expected delivery date. That way he sees the shortfall before the warehouse runs out.
  • No integration project. Connect your online store or your ERP in minutes, and your products, sales and stock load automatically. As soon as they finish syncing, you can review proposals for your own catalogue, with a 15-day free trial.

When does Analyticalways make more sense?

If you want to plan the season's assortment and budget with support from a consulting team, ROIvolution is designed for that.

If your priority is replenishing each week and buying on time, size by size, try Datcisions with a product you know well and see whether the proposal makes sense given your sales, stock and incoming orders.

Frequently asked questions about Analyticalways

Is Analyticalways only for fashion?

No. It publishes case studies in fashion, footwear, jewellery and department stores.

How long does it take to set up ROIvolution?

Its website states 30 days for integration, with consulting support afterwards. With Datcisions, there is no integration project: connect your online store or your ERP, and your data loads automatically.

What is a WSSI?

It is the weekly plan for sales, stock and incoming merchandise (Weekly Sales, Stock and Intake). It shows, week by week, how much you expect to sell, how much stock you will have and how much merchandise needs to arrive to support that.

How do I get started with Datcisions?

Connect your online store or your ERP and review what to replenish at each store and what to buy until the end of the season, size by size. You have 15 days free, and if you would prefer to see it with someone from the team, book a demo.

And if you are comparing options, Nextail: what it does, who it serves and an alternative for fashion brands introduces another platform in the sector.

Sources

Consulted on 27 October 2026.