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An AI knowledge base for contract logistics
Short answer
An AI knowledge base in a 3PL warehouse tells the packer which instruction applies to the order's brand and sales channel, with a link to the approved version. At Syntalith an AI app on company documents costs from €3,000 net. At 1,200 questions a month with 4 minutes of searching each, it pays back in 1.3 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 per application, fixed price before contract
- from €3,000
- from signing the contract to acceptance
- 4–10 weeks
- free prototype on your documents
- €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
AI knowledge bases: statistics 2026
1.3 mo.
payback of a €3,000 app at 1,200 questions a month: €2,792 of searching today, €437 with the app. Scenario.
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) ↗
78%
According to Eurostat (2025), 78% of EU internet users bought or ordered goods or services online in the previous 12 months.
Source: Eurostat, e-commerce statistics for individuals (2025) ↗
49%
According to Anthropic (2024), combining contextual embeddings with BM25 search cut failed retrievals by 49%, and by 67% with reranking.
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) ↗
Figures checked: 22 October 2026
The same brand, a different order
A logistics operator's warehouse serves several brands. One brand's instruction requires a returns leaflet in consumer orders from the online shop, and no leaflet goes into wholesale orders. An employee moves to another brand's station and packs an order from the shop. Recognising the brand is only part of the job, because the sales channel also decides the instruction.
- 01ChangeThe client changes the leaflet or the rules for adding it.
- 02SourceThe client's account manager corrects the instruction and notes which orders it applies from.
- 03VersionThe employee sees the document version with the answer.
- 04BoundaryThe answer stays with the right client, because a similar product of another brand is packed differently.
If the order data does not show the channel, the assistant says what is missing to choose the instruction, and does not carry over the rules from the previous parcel. The shift lead no longer rebuilds the same rule at every question.
What a contract logistics knowledge base costs and when it pays back
- Today
- 1,200 questions × 4 min = 80 h (€2,792)
- With the system, a person checks the output in 15% of the time
- €419
- Model, 1 call per case, Claude Sonnet 5.5
- €18
- Cost of one case
- €2.33 today, €0.36 with the system
- Saving
- €2,355 a month
Payback of €3,000
1.3 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: 6,000 input tokens and 500 output tokens per call at Anthropic's rates, converted at the ECB rate of 1.1205 USD per euro on 22 October 2026.
The model is a small item here. The result depends on the time that searching and asking around take today, and on how much of it is left for checking the answer. With short questions at a packing station, the time spent waiting for the shift lead also counts, and the scenario leaves it out.
Before we quote a build, we run a test on 20 to 100 questions the team has already asked: we compare the app's answer with what an employee found by hand and measure the time from the question to the source. The test takes 5 working days and costs €0.
What the warehouse system already shows
If the WMS shows the right packing instruction with the order, a separate chat is unnecessary. Extensiv 3PL Warehouse Manager describes packing slip templates approved by clients, with their branding and order information. A knowledge base helps when the shift lead looks for the answer in a separate instruction and checks whether it applies to the shop or to wholesale.
The WMS shows the instruction with the order
better visibility in the WMS
no new app
Instructions per client are disorganised
order in the instruction library
before AI
Instruction kept apart, channel in the order data
an AI app that links the order to the instruction
from €3,000
Reduce recurring questions to the shift lead
The first scope is a chosen group of clients and questions about the packing instructions for their orders. The warehouse team brings the current instructions and knows where the order's origin is recorded. The client's account manager checks that the answers match the agreements, and the packer judges whether they will use them at the station. A related problem, matching an instruction to a place and a period, is described in the post about a franchise network, and passing events on to the next shift in handing over exceptions in logistics.
Worked example · Scenario
How we count the payback: answers from company documents
We run the same count for your documents in the free analysis.
€3,723
a month for finding answers to 800 questions in documents
Payback: 1 mo.
Our assumptions are 8 minutes to find an answer in documents or ask a colleague, and checking in 15% of the old time. €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: Claude Sonnet 5.5, about 6,000 + 500 tokens per answer from documents, at the ECB rate of 1.1205 USD per euro on 22 October 2026.
See the full calculation →
