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Automating controlled procedure distribution
Short answer
Instruction distribution automation sends the approved version of a document to recipients chosen by role, collects confirmations tied to that version and shows the manager who has not received it yet. Choosing recipients by rules needs no AI. At Syntalith the automation costs from €3,000 net, and with 600 instruction confirmations a month at 4 minutes each it pays back in 2.5 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
Documents and AI: statistics 2026
2.5 mo.
payback of a €3,000 automation at 600 instruction confirmations a month: €1,396 of work today, €211 with checking and the model. Scenario.
52.7%
According to Eurostat (2025), 52.7% of EU companies used paid cloud computing services.
Source: Eurostat, 53% of EU enterprises used paid cloud services in 2025 (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) ↗
15.1%
According to Eurostat (2025), 15.1% of people aged 16 to 74 in the EU used generative AI tools for work.
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
Distributing work instructions: a confirmation must name the version
The quality department published a revised instruction, and the manager is still collecting read confirmations. The spreadsheet says „confirmed” next to a name, and nobody knows which version that refers to. Some employees confirmed the previous file, some the new one, and a new employee on another shift received neither.
The automation sends the version the document owner chose to the group named by role and team. Each confirmation is tied to a specific version. An employee who spots something unclear sends a question to the instruction's owner, and the question keeps its context: the document and the passage. Sending a message is no confirmation, and a confirmation does not prove that the employee can do the task, so on-the-job training stays a separate step.
- The instruction version and the date the owner approved it
- The list of recipients that follows from roles and teams
- Confirmations tied to this version
- Employees' questions with the passage of the document
After a team change or a new hire, the system shows which materials that person needs, without resending the whole library. The manager also sees who confirmed the previous version and needs it again, and who received none. Instructions on paper need separate handling: an electronic confirmation does not remove the old sheet from the workstation.
What automating instruction distribution costs and when it pays back
- Today
- 600 instruction confirmations × 4 min = 40 h (€1,396)
- With the system, a person checks the output in 15% of the time
- €209
- Model, 1 call per case, Claude Sonnet 5.5
- €2
- Cost of one case
- €2.33 today, €0.35 with the system
- Saving
- €1,185 a month
Payback of €3,000
2.5 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: 1,000 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, 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.
A library and a form may be enough
Microsoft describes version history for documents in SharePoint. With a few instructions, a versioned library and a confirmation form that names the document are enough. A separate connection makes sense when the list of recipients comes from another system, for example HR, and there are dozens of instructions. A model can prepare a working summary of the changes for the author, and rules choose the document and the recipients. The instruction's owner approves the summary before it is sent.
A few instructions, a stable team
a versioned library and a form
no build
Dozens of instructions, recipients from the HR system
an automation of distribution and confirmations
from €3,000
Summaries of changes for employees
an AI draft for the author to approve
part of the automation
Where to start
The first scope covers one family of instructions and a set group of employees. The document owner names the versions, and HR the list of recipients. 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: document workflow
We run the same count for your instructions in the free process review.
€2,327
a month for matching 1,000 documents to cases by hand
Payback: 1.5 mo.
4 minutes per document matched to a case 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 matching it to the case and a note on 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 →
