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Part of the order arrived. Where is the rest?
Short answer
Missing delivery report automation subtracts received quantities from ordered ones and shows every line where something is still to be received after the due date, even when part of the delivery has arrived. The question to the warehouse and the answer stay with the line. At Syntalith the automation costs from €3,000 net, and with 600 lines to check a month at 6 minutes each it pays back in 1.9 months.
How we workDetails ↓
- 01Call30 minutes with an engineer, free
- 02PrototypeA working system on your process and data, free
- 03ImplementationTarget and fixed price in the contract; 50% at signing
- 04Acceptance50% once the agreed target is met
- net for the automation of one process, build paid once
- from €3,000
- from signing the contract to acceptance
- 2–6 weeks
- free prototype on your cases
- €0
We belong to the OpenAI and Anthropic partner programmes and learn through their official courses. What this means ↓
Author: Syntalith · 3 min read
Statistics
Purchasing and warehousing with AI: statistics 2026
1.9 mo.
payback of a €3,000 automation at 600 lines to check a month: €2,094 of work today, €527 with checking and the model. Scenario.
20%
According to Eurostat (2025), 20% of EU online shoppers said delivery was slower than expected.
Source: Eurostat, e-commerce statistics for individuals (2025) ↗
90%
According to the European Commission (2026), 90% of companies using AI say that people take the decisions, and 2% of decisions are fully automated.
Source: European Commission, Flash Eurobarometer 578 (2026) ↗
−87%
According to Anthropic (2025), AI cuts the time of a task on invoices, memos and other documents by an estimated 87%.
Source: Anthropic, Estimating AI productivity gains (2025) ↗
14–56%
According to Anthropic (2025), studies with a control group found smaller time savings, from 14% to 56%.
Source: Anthropic, Estimating AI productivity gains (2025) ↗
Figures checked: 22 October 2026
Missing deliveries: ten ordered, six received
A purchase order line covers ten units. The due date has passed. The system recorded a receipt of six. The morning report, which shows orders with no receipt at all, skips this line, because a receipt exists. The buyer does not know that four units still have not arrived until production asks for them.
The automation subtracts the received quantity from the ordered one and shows the line with four units missing. The buyer has a ready question for the warehouse: did the other four arrive with the receipt not yet recorded? Once the receipt is recorded, the report includes the new quantity at the next refresh. The morning view describes the state at the moment the data was pulled, so the pull time is shown with the report.
- Lines with a remaining quantity after the due date, including after a partial receipt
- The time the data was pulled, shown with the report
- The question to the warehouse and the answer with the line
- A note for a colleague taking over the case
An ordinary report will subtract quantities. AI is worth considering only for reading suppliers' free-form replies about the date of the remaining part.
What a missing delivery report automation costs and when it pays back
- Today
- 600 lines to check × 6 min = 60 h (€2,094)
- With the system, a person checks the output in 25% of the time
- €524
- Model, 1 call per case, Claude Sonnet 5.5
- €3
- Cost of one case
- €3.49 today, €0.88 with the system
- Saving
- €1,567 a month
Payback of €3,000
1.9 months
The volume, the time and the checking share are the scenario's assumptions. €34.90 an hour is the EU average hourly labour cost for 2025 according to Eurostat. Model: 1,500 input tokens and 200 output tokens per call at Anthropic's rates, converted at the ECB rate of 1.1205 USD per euro on 22 October 2026.
The count covers the work around each case: searching, reading, writing and handing over. What remains is the time to check the result, 25% of today's work in the scenario. Before the quote we measure both times on 20 to 100 cases the team has already handled, in a free test that takes 5 working days.
The cost of a missing part usually only shows up in production or at the client, when the goods are not on the shelf. In the test we count the lines the current report skipped after a partial receipt, and the days before someone noticed the gap.
First check the data and the view in your current system
Your purchasing system may already handle partial receipts, with the remaining quantity visible on the order line. If it shows it, the right view for buyers is enough. When employees export data to a spreadsheet every day and rebuild the remaining quantities by hand, a report automation saves that work. When the delivery already needs questions to the carrier, the article on delayed deliveries fits better.
The system shows the remaining quantity on the line
a view for buyers
configuration
A few orders a week
a manual review
no build
Hundreds of lines, spreadsheet exports every morning
a report automation with questions to the warehouse
from €3,000
Where to start
The first scope covers one warehouse or one purchasing team. Start the call with the last order whose remaining part disappeared from the report. We build this kind of system as part of our AI automations. For the free process review, a description of one case from the last few weeks and the tools it went through is enough. You do not need to send confidential documents, and you receive a written plan within 2 working days.
Worked example · Scenario
How we count the payback: AI in warehousing
We run the same count for your deliveries in the free process review.
€3,490
a month for retyping 1,200 orders and delivery notices by hand
Payback: 1 mo.
5 minutes to retype an order or a delivery notice and checking in 15% of the old time are our assumptions. €34.90 an hour is the EU average hourly labour cost for 2025 according to Eurostat, for companies with 10 or more employees. Model cost: reading the order in our system (about €0.0006) plus matching the lines (Claude Sonnet 5.5, about 3,000 + 500 tokens), at the ECB rate of 1.1205 USD per euro on 22 October 2026.
See the full calculation →