Demand Forecasting
Forecasts demand by product and location on live data, so buying, allocation and replenishment all work from the same numbers.
Why Demand Forecasting is different
One forecast feeding buying, allocation, replenishment and finance — not four teams with four spreadsheets.
Rebuilds on live data rather than a monthly cycle, so it reflects what is actually selling.
Feeds the other Xfuze agents directly, so a better forecast improves replenishment and markdown at the same time.
From connected data to governed action
Learns from unified history
Sales, price, promotion, weather and calendar effects, on one governed data set.
Forecasts by product and location
At the grain you plan at, refreshed continuously.
Feeds downstream agents
Replenishment, allocation and markdown all read the same forecast.
What it needs to run
Your core transactional systems connected through Smart Connectors — no rip and replace.
The relevant Xfuze Data Hubs, so the agent works on unified, governed data.
The thresholds, guardrails and approval rules you want it to operate within.
What it gives you
Clear recommendations with the reasoning and data behind each one.
Actions written back into your systems of record once you allow it.
A full audit trail and live dashboards in the Control Tower.
You decide how much it does
Every Xfuze Agent runs with a human in the loop. Move between modes whenever you want: per team, per threshold, per process.
Recommend
The agent suggests, your team decides. Ideal for the first weeks while you build trust.
Approve
The agent prepares the action and waits for a one-click approval from the right owner.
Autonomous
The agent acts inside the limits you set, and escalates anything outside them.
Governed by the Xfuze AI Control Tower
Every Xfuze Agent runs under the Control Tower: role-based permissions, live activity monitoring and a full audit trail on every action. CHIP Agents are native to the platform.
More agents like this
Xiatech has enabled us to fundamentally transform into a data-driven, connected retailer so all aspects of our business are focused on and empowered with insights to understand and serve our customers in a personal, relevant way.
See Demand Forecasting running on your data.
A short working session with our team. We'll show the agent on the Xfuze platform and map what it would take to run it on your systems.