Dema

Forecast demandfor every style

Dema forecasts each style and market from live orders, stock and marketing, and tells you what to reorder and when.

Demand forecast

All markets · Weekly

Model in sunglasses wearing an oversized black sweatshirt

Peace Crewneck, Washed Black

2,180

units forecast, next 4 weeks

+18%

vs last year. Reorder 600 units by 6 Nov.

Used by the teams at

  • Acne Studios
  • Scuffers
  • Represent
  • NOTHS
  • Ridestore
  • Axel Arigato
  • Adlibris
  • Osprey London
“We just described what we needed, procurement scenarios, marketing budgets, weekly reports, and iterated until the output matched.”

Your replenishment planner.
Built by asking.

Describe the views and metrics you need. Add supplier rules in the same conversation. This is one example of what you can create.

app.dema.ai/replenishment-plannerDemo workspace

Replenishment planner

Sales, stock and profit · Last 4 weeks
Revenue
€138.2k
Contribution
€44.6k
Stock value
€239k
Sell-through
66.6%
New customers
763
Returns
9.2%
Connected sources

Demand forecast

Weekly units
Example weekly orders and forecast demand for the selected market.
4 weeks ago4 weeks ahead
ActualForecast
Inbound inventory
€55k
Contribution margin
32.3%

Product performance

3 products
Heavyweight Hoodie · Suggested next stepReview a 480-unit reorder.
Review with your agent

All your data. Ready for AI.

Product views, marketing spend, stock and returns: all your commerce data, connected and ready for AI.

Plan reorders around demand, supplier timing and profit down to CM3.

Demand
Product views, sessions & product-level marketing spend
Stock & supply
Inventory, inbound orders & supplier lead times
Profitability
Returns, product & fulfilment costs, contribution down to CM3

Your weekly replenishment review.
Already prepared.

Ask an agent to check demand, stock and supplier timing. It prepares the decisions. Your team reviews what gets sent.

Example prompt
Monday · 06:00Example agent output

One reorder to review.

Demand, returns and supplier lead times checked.

Heavyweight Hoodie
Heavyweight Hoodie
480units to reorder
Stock cover
2.4 weeks
Lead time
3 weeks
Margin after returns
32%

Stock may run out before the next delivery. Confirm an earlier delivery with your supplier before placing the order.

Oat knit11 weeks of cover · Hold new orders
Monitor
Your ERPReorder draft · Awaiting approval
Buying sheetUpdate after approval

Example reorder waiting for your approval.

Plan for what sells next.

Demand predictions are built in. Bring them into your buying app alongside stock, inbound deliveries and margin, so your team can decide what to reorder, what to hold and when to act.

Next 6 weeksForecasts alongside historical performance
Forecast beginsIllustrative demand with six forecast periods and a widening uncertainty range.
HistoricalForecast
ActualForecast

Your first replenishment workflow.
Ready for your team.

Connect your data, describe the work and put a reviewed workflow in your team’s hands.

Connect

Your data. Connected.

Connect your commerce tools, ERP and warehouse. Dema brings your stock, sales, costs and returns together and prepares the metrics you need.

Describe

Your workflow. Built.

Ask for a replenishment planner or a weekly review. Add supplier lead times, buying rules and approval steps in the same conversation.

Share

Your team. Ready.

Review the result, set permissions and share it with your team. Schedule recurring work and keep refining it as your buying process changes.

Before your first replenishment review.

See your replenishment workflow in Dema.

Walk through how to create your planner, set your buying rules and prepare a weekly review with our team.