Blog · Published · Updated
Automating document collection for financing applications
Short answer
Financing application automation links the documents sent in to the list the company has set, checks the type and the period of each document and prepares one request for everything missing. An employee checks and sends it, and an analyst assesses the application. At Syntalith the automation costs from €3,000 net, and with 600 applications a month at 15 minutes each it pays back in 0.8 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
Financing and AI: statistics 2026
0.8 mo.
payback of a €3,000 automation at 600 applications a month: €5,235 of work today, €1,587 with checking and the model. Scenario.
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) ↗
48.8%
According to Eurostat (2025), 48.8% of EU companies that considered AI and did not use it named concerns about data protection and privacy.
Source: Eurostat, use of artificial intelligence in enterprises (2025) ↗
−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
A file in the case does not close a request for a document
A client sent an attachment for a financing application. The employee opens it and sees a document for a different period from the one requested, and the second required document is still missing. The system shows „documents sent” on the application, so a colleague taking over the case would treat it as complete.
The list the company has set defines the type of each document and the expected period. The automation checks every file against that list: is it the right type, and does it cover the right period? With both gaps, it prepares one message: a request for the right period of the first document and for the second document. The client gets one question in place of two a few days apart. An illegible document or an unrecognised type goes to the employee.
- 01Filea document from the portal or email assigned to the application
- 02Checktype and period against the company's list
- 03Gapsall missing and wrong items together
- 04Requestone message to the client for the employee to approve
- 05Statuscomplete only once every item on the list is met
The person taking over the application sees what has already been requested and what the client sent, with no need to rebuild the conversation from a folder of files. Our client document intake shows the mechanism of collecting documents against a list with gaps.
What automated application completeness checks cost and when they pay back
- Today
- 600 applications × 15 min = 150 h (€5,235)
- With the system, a person checks the output in 30% of the time
- €1,571
- Model, 2 calls per case, Claude Sonnet 5.5
- €16
- Cost of one case
- €8.73 today, €2.65 with the system
- Saving
- €3,648 a month
Payback of €3,000
0.8 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: 5,000 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 count covers the work around each case: searching, reading, writing and handing over. What remains is the time to check the result, 30% 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.
First check what your current portal can do
If the client sends materials through a portal, separate places for each document with a description of the expected period will cut later clarifications. Microsoft Forms lets you require a file upload and set the allowed file types. Rules are enough to check that a file is in place. AI is worth considering where the type of document and the period it covers have to be read from its content. Writing requests for missing items can be practised in our team training.
A portal with separate places for documents
configure the portal
no build
Files in the portal, a presence check
rules without a model
an automation
Documents in email, a check of type and period
an automation with AI reading
from €3,000
Where to start
The first scope covers one list of documents for one type of application. On applications where the team had to go back for attachments several times, we check whether one request was enough. 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 banking and leasing
We run the same count for your applications in the free process review.
€3,490
a month for handling 1,000 application documents by hand
Payback: 1 mo.
6 minutes to receive and check a document 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 a document in our case file system (about €0.0002) plus a description of what is missing (Claude Sonnet 5.5, about 2,000 + 300 tokens), at the ECB rate of 1.1205 USD per euro on 22 October 2026.
See the full calculation →