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Predict.ai

Healthcare & life sciences

Medical supply demand forecasting

Forecast medication, consumable, blood-product, and critical supply demand by facility and care setting.

Sound familiar?

  • Critical items stocking out while near-expiry stock is discarded
  • Procedure schedules and supply orders living in different worlds
  • Emergency purchases at multiples of the contract price
Target: Supply consumptionHorizon: 1–26 weeks

Supply consumption

units / week · Live forecast

Updated
8.6K3KHISTORYFORECASTOn-hand stockDaily1–26 weeks ahead
Median forecast with uncertainty band

Driver

Patient volume

Driver

Procedure schedule

Driver

Case mix

Forecast horizon

1–26 weeks

Refresh cadence

Daily

Built for

Clinical supply chain · Pharmacy

What you can predict

One forecast can answer several operational questions.

Link patient volume, procedure schedules, case mix, disease patterns, formulary changes, shelf life, and supplier lead times to future supply requirements.

01

Item consumption

02

Stockout probability

03

Expiration risk

04

Replenishment requirement

Questions teams need answered

  • Which supplies are likely to run short?
  • How will the procedure schedule change demand?
  • Where is expiration risk building?
  • What should be positioned before a demand surge?

Data that can improve the forecast

Patient volumeProcedure scheduleCase mixDisease activityShelf lifeSupplier lead time

Start with the history you already have. Add internal or external drivers only when backtesting shows that they improve the forecast on held-out periods.

What-if planning

Test a change before committing to it.

Compare a proposed change with the current baseline. See the expected direction, timing, range, and the assumptions behind the result.

Procedure volume rises

Recalculate item demand and shortage risk

A supplier delivery slips

Identify facilities and services exposed

Supply consumption

units / week · Scenario comparison

Updated

What if

Procedure volume rises?

8.6K3KHISTORYFORECASTOn-hand stockDaily1–26 weeks ahead
BaselineMore procedures
Crosses on-hand stock

Driver

Patient volume

Driver

Procedure schedule

Driver

Case mix

From forecast to action

Keep the people making the decision in the loop.

01 · MONITOR

Forecast continuously

Refresh supply consumption on a daily cadence as new data arrives.

02 · NOTIFY

Alert on meaningful changes

  • Critical-item stockout risk rises
  • Expected waste exceeds policy

03 · DECIDE

Put the result to work

ReplenishmentInventory allocationEmergency stockSupplier orders

Build a medical supply demand forecast with your data.

Start with sample data, connect your own history, or talk with us about your target, horizon, and production requirements.