Which products are at risk because raw materials will not be available in time?
Connect production requirements, usable stock and confirmed inbound supply. Then see which products, production orders and customer deliveries are at risk before the shortage reaches the line.
Estimate: required material = planned units ÷ 1,000 × material requirement. Units exposed are proportional to the uncovered material requirement. Real planning must also consider reservations, quality status, substitutes, recipes, yields and replanning options.
A raw-material shortage becomes a production risk when the component is not available when the order needs it.
Material shortage risk is a timing problem, not only a stock-balance problem. A material can be on a purchase order and still be unavailable for the production order if its confirmed receipt falls after the requirement date. This sits directly inside the broader food production planning decision.
In the example above, Product X requires 1,000 kg of raw material Y, while only 600 kg is usable in time. That leaves a 400 kg shortage and exposes about 16,000 finished units if nothing else changes.
The next step is not automatically to expedite a purchase order. First validate the requirement, usable stock, reservations, quality and shelf-life status, confirmed receipts, approved substitutes and whether the production plan can be resequenced without creating a bigger customer-service problem.
Confirm that the shortage is real before changing the production plan
A shortage should be based on the material requirement date and usable supply, not only on today’s on-hand balance. In food manufacturing, batch status, shelf life, reservations and approved recipe or substitute rules can change what is genuinely available.
Which production or batch order needs raw material Y, in what quantity, and on which requirement date according to the active BOM or formula?
What on-hand, reserved and inbound quantity is actually usable in time after quality status, batch and FEFO / shelf-life rules are applied?
Is there an approved substitute, alternate recipe, resequencing option or later slot—and which customer orders or delivery promises remain exposed after those options?
Next, prioritize the shortages by production and customer impact, how soon the material is required, and whether a credible recovery option still exists.
Prioritize shortages by customer impact and recovery options
The largest missing quantity is not always the most urgent shortage. Start where the uncovered material threatens a near-term production requirement, affects an important customer commitment and has few realistic ways to recover.
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Near-term requirement date
A shortage for tomorrow’s batch or production order needs attention before a shortage several weeks out.
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Customer and production impact
Link the component shortage to the affected production quantity, orders, delivery dates and service commitments.
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Recovery options
Confirmed inbound supply, substitutes, alternate recipes, free stock and schedule flexibility determine whether the issue can still be absorbed.
Protect the customer commitment by using an approved substitute, resequencing production or reallocating usable material.
Start here. Confirm supply, escalate procurement and make the production or customer trade-off explicit.
The shortage can usually be absorbed through routine replanning without creating material service risk.
Keep the shortage visible and confirm the next receipt before it moves into a higher-impact time window.
Planning, Procurement and Customer Service need the same material-availability picture
Each team sees a different part of the problem. They need the same requirement dates, usable stock, confirmed receipts, production orders and customer commitments before they can agree what should change.
Requirement date, production quantity, material coverage, line slot, substitutes and resequencing options.
Purchase order, supplier, confirmed receipt, lead time, open quantity and shortages shared across multiple production orders.
Customer order, delivery date, finished quantity exposed, current stock cover and the latest feasible production slot.
What is needed: bring production requirements, usable inventory, purchase orders, supplier confirmations, batch status and customer commitments together so teams work from the same evidence.
How Titan supports this decision · 1/3
Titan brings production requirements, usable stock and inbound supply together before AI starts looking for shortage risk
An ERP or MRP shortage flag can show that a component is uncovered. It does not always show whether the stock is usable in time, which inbound receipt matters or which production and customer orders are exposed.
Titan combines production and BOM or formula requirements with usable inventory, reservations, batch and quality status, purchase orders, confirmed receipts, supplier context and customer commitments. That becomes the trusted material-availability data used by Titan Says and Ask Titan, built on the same connected approach described in our food manufacturing data analytics guide.
A typical material-shortage data path
Operational systems → Titan Data & AI Foundation → material-availability risk data
Operational systems
ERP / MRP
orders · BOM/formula · requirements
WMS / inventory
on-hand · batch · status · reservations
Procurement
PO · supplier · confirmed receipt
Planning / customer
schedule · customer due date · priority
Titan
Data & AI Foundation
Connect and align material demand, supply and delivery context
1
Connect
bring requirements, inventory, purchase orders and customer demand together
2
Align
use the same item, BOM/formula, order, quantity, unit and requirement-date definitions
3
Assess risk
calculate uncovered quantity, coverage and the production and customer orders exposed
Titan output
Material availability risk data
Material shortage
400 kg
Units exposed
16,000 units
Available context
Page scenario
16,000
400 kg short
Used in the next step to show how Titan Says could surface a production and delivery risk before the material is needed.
Operational systems
ERP / MRP
orders · requirements
WMS
stock · batch · status
Procurement
PO · confirmed receipt
Planning
schedule · due date
Titan
Data & AI Foundation
Connect and align material demand, supply and delivery context
Titan output
Material availability risk data
Shortage
400 kg
Units exposed
16,000 units
Page scenario
16,000
units exposed · 400 kg short
How Titan supports this decision · 2/3
ConceptTitan Says can surface a material shortage before it disrupts the production plan
Titan Says starts with the trusted material-availability data already prepared in Titan. AI can investigate production requirements, inventory, purchase orders, supplier confirmations and customer context as new evidence appears, while shortage quantity and coverage are calculated with explicit business logic.
In this example, the signal is simple and recognisable: Product X is at risk of late delivery because raw material Y is not available by the production requirement date . The current requirement is short by 400 kg, exposing about 16,000 finished units if no recovery action is taken.
From Titan
Material availability risk data
Product
Product X
Required
1,000 kg
Available
600 kg
Titan Says AI
Investigates the context
Compare related manufacturing context before surfacing a signal to the team
1
Check shortage
2
Trace supply
3
Assess impact
Signal
Product X is at risk of late delivery because raw material Y is unavailable
Review usable stock, confirmed receipts, approved substitutes and replanning options before escalating. The responsible team decides what action is appropriate.
Material shortage
400 kg
Units exposed
16,000 units
From Titan Says
Product X is at risk of late delivery because raw material Y is unavailable
Production exposure
PO-1048 is first at riskThere are two recovery options to review
Resequence
250 kg
could be freed later
Remaining gap
150 kg
still uncovered
Illustrative scenario. Confirm reservations, substitute approval, shelf life and the customer impact before changing the plan.
Start with Product X / PO-1048
It has the earliest requirement date and the clearest customer impact in this example. Confirm the supplier receipt first, then compare resequencing or an approved substitute before changing the customer promise.
The planner, buyer and customer team validate the context and decide the action.
Illustrative answers based on the shortage signal above. The responsible team validates the context and decides what to change.
How Titan supports this decision · 3/3
Ask Titan helps your team investigate which orders are affected and what can still be recovered
Titan Says has surfaced a 400 kg material shortage that exposes about 16,000 finished units in this example. Ask Titan lets Planning, Procurement and Customer Service trace that signal through production requirements, stock, purchase orders and customer commitments before deciding whether to expedite, substitute, resequence or change a promise.
Which production and customer orders are affected?
Trace the shortage from the raw material requirement to finished products, production orders and delivery commitments.
Can we recover without expediting?
Compare usable stock, confirmed receipts, approved substitutes, shared demand and schedule flexibility.
What should we review first?
Prioritize shortages by requirement date, customer impact, uncovered quantity and realistic recovery options.
Your scenario shows 400 kg short and about 16,000 finished units exposed. Now find which orders and deliveries need action first.
Start with one recurring material-shortage problem. We help connect the production requirement to usable stock, inbound supply and customer commitments, then define the minimum data needed to surface the risk early enough to act.
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