KYRIOS · Demand & planning

Predict demand. Coordinate the response.

Explainable demand forecasts coordinated across ordering, inventory and workforce planning.

KYRIOS demand forecast overview
What it does

One forecast. Coordinated operating decisions.

01Forecast what happens nextCreate an explainable view of demand at the level teams need.
02Coordinate the responseTranslate the forecast into ordering, inventory and workforce decisions.
03Align executionGive teams one consistent view of the plan and the reason behind it.
Case study

Proven in production.

Predict demand. Coordinate the response.

A leading pizza quick-service restaurant brand

KYRIOS turns explainable demand forecasts into coordinated decisions across ordering, inventory and workforce planning — so teams act on one consistent view of what happens next.

20%reduction in Food waste
35%increase in Workforce planning efficiency
Questions

What people ask about KYRIOS

How much history do you need before it is useful?

Enough for each part of a trading year to have happened once — typically twelve months, so the seasonal shape and the holidays are in the data. Newer sites borrow the shape of comparable ones in the estate until they have their own.

Why report accuracy three ways instead of one?

Because a single headline number hides exactly where planning goes wrong. Weekday demand is the easiest to predict and the cheapest to miss; holidays are the opposite. Reporting them apart tells a manager how much slack to leave, instead of flattering the model.

Does it publish rosters or place orders by itself?

No. KYRIOS proposes, prices and explains — a person applies the recommendation, approves the schedule and releases the order. The proposal and the decision are recorded separately, so it stays clear which was which.

What happens when an external signal is wrong or missing?

The forecast falls back on the signals it does have and its confidence drops, which shows on the store row rather than being buried. A missing feed degrades the number honestly instead of silently.

Does it replace our rostering or purchasing systems?

No. KYRIOS produces the plan; your rostering and purchasing systems stay the record and the place it is executed. It reads from them and writes proposals back into them.

Get started

Forecast a week you already know the answer to

Give us a year of trading history for a handful of sites and hold back the most recent week. We forecast it blind, show you the error by segment, and you judge the model against a week you lived through.

info@quantumoo.ai
Get started

Start with one workflow

Tell us where the work actually sits. We map that one workflow end to end — what the AI would propose, what a person decides, and the evidence each step leaves behind.

  • One workflow mapped end to end, with the human gates named
  • Start from your sector’s pack, not a blank canvas
  • A governed deployment sized — residency, audit trail, approvals

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