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What changed in the supplier's acknowledgment?
Short answer
The automation compares the supplier's confirmation with the order you sent, line by line, and shows the buyer the differences, including when the total quantity matches and part of the delivery has moved to another date. At Syntalith the automation costs from €3,000 net, and with 800 order confirmations a month at 5 minutes each it pays back in 1.5 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 automation: statistics 2026
1.5 mo.
payback of a €3,000 automation at 800 order confirmations a month: €2,327 of work today, €355 with checking and the model. Scenario.
26.2%
According to Eurostat (2025), 26.2% of EU companies analysed data from transaction records such as sales and payment records.
Source: Eurostat, digital economy and society statistics, enterprises (2025) ↗
20.0%
According to Eurostat (2025), 20.0% of EU companies with at least 10 employees used AI.
Source: Eurostat, 20% of EU enterprises use AI technologies (2025) ↗
50%
According to the European Commission (2026), half of EU SMEs and mid-caps name high investment costs as a barrier to AI.
Source: European Commission, Flash Eurobarometer 578 (2026) ↗
48%
According to the European Commission (2026), 48% of EU SMEs and mid-caps name a lack of expertise as a barrier to AI.
Source: European Commission, Flash Eurobarometer 578 (2026) ↗
Figures checked: 22 October 2026
Order confirmations: a hundred units, on two dates
A buyer ordered a hundred units of one product for Monday. In the confirmation the supplier gives eighty units for Monday and twenty for Friday. That is a hundred in total, so a quick check shows no difference. By hand, you have to find the order, open the confirmation and trace the lines, and the supplier may split one line into several.
The buyer sees the original line next to both parts of the confirmation and knows what to ask: can the supplier deliver everything on Monday, and if not, can it bring the remaining units forward? From the difference they go to the place in the confirmation that the quantity and date come from. Once agreed, they record the decision with the confirmation, so a deputy knows whether the difference is waiting for an answer.
- 01Orderthe version sent, with quantities and dates
- 02Confirmationthe supplier's lines, including those split into parts
- 03Matchby product number and line
- 04Differencesquantity, date, price and substitutes separately
- 05Decisionthe buyer's record with the confirmation
- A line split across two dates with a matching total quantity
- A smaller quantity confirmed than ordered
- A change in the unit price
- A substitute product in place of the one ordered
What automated order confirmation checks cost and when they pay back
- Today
- 800 order confirmations × 5 min = 66.7 h (€2,327)
- With the system, a person checks the output in 15% of the time
- €349
- Model, 1 call per case, Claude Sonnet 5.5
- €6
- Cost of one case
- €2.91 today, €0.44 with the system
- Saving
- €1,972 a month
Payback of €3,000
1.5 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: 2,500 input tokens and 400 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, 15% 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 scenario assumes 800 confirmations a month at 5 minutes of manual comparison each. The most expensive differences are the ones nobody noticed, which only show up when the goods are received.
Does your current system show such differences
Show your administrator or software vendor one line split across two dates and check whether the buyer sees it before accepting the confirmation. Supplier collaboration portals often handle confirmations line by line. If orders and supplier replies have orderly lines with product numbers, an ordinary integration will do the comparison. AI-assisted reading is worth considering when suppliers send documents laid out in different ways, and the buyer still sees the passage the split was read from. Converting packs into units is a separate subject.
Suppliers confirm in a portal with lines
configure the portal and the buyer's view
no build
Confirmations in files with product numbers
an integration that compares lines
from €3,000
Documents in different layouts
AI reading with the source passage before the comparison
from €3,000
Where to start
The first scope covers a chosen group of suppliers. In the assessment we go back to a confirmation like the example: the buyer should find the twenty units moved to Friday at once. Changes to deliveries already confirmed are covered in the article on exceptions in purchase orders. 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: order confirmations
We run the same count for your suppliers in the free process review.
€2,792
a month for checking 800 supplier invoices by hand
Payback: 1.3 mo.
6 minutes to compare an invoice with the order and the goods receipt 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: €0.0040 per invoice, measured in our invoice coding system (0.004514 USD), at the ECB rate of 1.1205 USD per euro on 22 October 2026.
See the full calculation →