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Automating software license utilization reporting

Short answer

Before a licence renewal, IT joins the list of assigned accounts with activity reports. The vendor's report is often enough if the company has one environment. Automation makes sense with several vendors, different identifiers and talks with managers about their needs. Each unused seat at $25 costs about €22 a month, so 20 such seats cost €446.

How we workDetails ↓

  1. 01Call30 minutes with an engineer, free
  2. 02PrototypeA working system on your process and data, free
  3. 03ImplementationTarget and fixed price in the contract; 50% at signing
  4. 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

Example: the morning request inbox
Agent · ready

Statistics

Licences and AI tools: statistics 2026

€446

a month is what 20 unused seats at $25 cost. A report before renewal shows which accounts need a conversation. Scenario.

Figures checked: 22 October 2026

One account, several different signals

An employee has an office suite assigned. The export shows she uses email, but records no activity in another product of the same licence. A manager who looks only at the second report will take the account for unused.

A good view shows the signals separately, with the product name and the observation period. IT confirms that the data concerns the same person, and the manager explains her needs.

No activity needs context
  • A tool may serve a task done once a quarter
  • The latest data may not be in the report yet
  • A missing line in the export does not mean no use
  • Opening an app, doing a task and an active account are different measures
  • The name of the measure and its source stay with the result

The vendor's report may be enough

Microsoft 365 offers an active users report with data per product and an export. The report covers a chosen period and does not show activity in real time.

What to choose
  • One environment, one person prepares the review

    the vendor's report

    €0

  • Several vendors, accounts have to be linked to departments

    report automation

    from €3,000

  • The licences are there, but the team rarely uses the tool

    a rollout and training on tasks

    from €1,150

If the report confirms rare use and the problem is bringing the tool into daily tasks, read the article how to increase AI use after buying licences.

What a licence utilisation report costs and what it gives

Scenario: renewing 200 seats
Seats in the plan
200
Seats with no confirmed need after the talks
20 (10%)
Cost of one seat
$25 a month
Saving on licences
20 × $25 = $500 (€446)
Preparing the review by hand today
12 h (€419)

Payback of a €3,000 automation

6.7 months

The number of seats to release is the scenario's assumption: managers take the final decision. Converted at the ECB rate of 1.1205 USD per euro on 22 October 2026. €34.90 an hour is the EU average hourly labour cost for 2025 according to Eurostat.

Ordinary rules handle joining identifiers and fetching reports. AI helps to gather the managers' comments into a short summary, but it will not replace the decision on the access needed.

An activity report is data about people

A usage report shows how specific people work. Limit it to its purpose, which is a decision about licences: a manager sees the state of the accounts in their team, without a detailed work history of each person. Do not use this summary to assess employees without separate agreements with HR and the data protection officer.

A good report says which accounts need a conversation and does not judge who "works little". Access to it is for the people who decide on licences: IT, managers and the person who approves the budget. Rare use often means missing training or a tool that does not fit the tasks, so on its own it does not prove a licence is unnecessary.

Renewal is the moment to change the plan

The renewal date is the best moment to change both the number of seats and their type. Some people can move to a cheaper seat, and a few to a more expensive one if the limit interrupts their work. In ChatGPT Business and Claude Team, Standard and Premium seats can be mixed in one workspace, so you decide separately for each role.

The first scope

A report before renewal
  1. 01SourcesLicence assignments and usage reports from each vendor, with the data period.
  2. 02Linking accountsRules for joining identifiers with the user register and departments.
  3. 03A view for managersSignals shown separately, with the product name and a link to the data.
  4. 04ExplanationsManagers' comments gathered next to each account.
  5. 05DecisionA list of seats to change before the renewal date.

Start the report three months before the renewal date. That is the time needed to gather data from a full period, talk to managers and change the number of seats at the vendor before the new commitment. The first project can be limited to one licence plan and one group of users. For the call, bring two summaries you join by hand today and a question a manager cannot answer from them. A similar problem with cloud costs is described in the article on cloud costs by project.

Worked example · Scenario

How we count the payback: reporting

We run the same count for your licences in the free analysis.

€1,815

a month for 12 h a week of report preparation

Payback: 1.9 mo.

The hours for each firm size 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. We measured the model cost in our report system: a commentary with a check of the figures costs about €0.0002, converted at the NBP rate of 21 October 2026 and the ECB rate of 1.1205 USD per euro on 22 October 2026.

See the full calculation →

This is how we implement it in companies

All case studies →

Client results.

All projects →
foap.comcustomer service

foap.com customer service: 95% of replies are sent automatically.

Users from several countries write to foap.com, in several languages. The system reads the entire conversation and the terms of that person, and then sends a response in that person's language. Questions about money and exceptions go to the team with a ready draft, so they have to check and send them.

the system sends the answers itself, without human typing
95%
time from the arrival of the e-mail to the ready response (median)
30 s
e-mails that require a response receive a ready-made draft
100%
less work for every 1000 answers (estimate)
47 h

Data from foap.com production, October 20-21, 2026. Estimate: 3 minutes for handwritten response.

How foap.com customer service works →
Sample messages. Money matters always come to the person.

Other implementations

jaktako.design

studio projektowe

−87%

Time to look for new customers, every day

4 hours → 30 min

approx. 73 hours less per month (21 days of work)

according to the studio

How the agent loop works →
Signature Estates

real estate

approx. −90%

Operator time spent browsing portals, per day

2–3 hours → 20 min

approx. 45 hours less per month (21 days of work)

respect · contact the seller 5 minutes after the announcement

How the agent finds property listings →
Kuba Koziej, CEO and co-founder of MoreGrowth and board member at Natu.Care

Kuba Koziej

CEO and co-founder, MoreGrowth

„We started with my own AI agent. During the training that followed, I learned to build new applications myself. Today I am bringing this way of working with AI into my business. Working with Syntalith gave me exactly the skills and tools I needed.”

View the original training review on LinkedIn ↗

This process can go on its own. You will check this on your cases before you pay.Book a free process review (30 min) →

How we build automation and agents

From a conversation to a working system in four steps.

  1. 01 · 30 min

    Free process review

    €0

    You're talking to an engineer. You receive the written plan within 2 business days.

  2. 02 · 5 days

    Free prototype

    €0

    The system works on 20-100 cases that your team has already handled. You see every result.

  3. 03 · 2–16 weeks

    Build

    50%

    Fixed price and goal written in the contract. First installment upon signing.

  4. 04 · after reaching the goal

    Reception

    50%

    You pay the second installment when the system reaches its target on your cases.

How a free prototype is created

Mon.

We set a goal

What result do you consider good?

Tue–Wed

The system is working

It goes through your affairs, one by one.

Thu

We compare

We check every difference with the team's work.

Fri

Result and price

List of errors and fixed implementation price.

You choose the matters. We anonymize them upon request, they stay in the EU and we delete them after the test.

On the market, such a test usually costs from PLN 3,000 to PLN 8,000.

Book a free process review (30 min)

We establish a prototype during a free analysis.

Data checked on October 25, 2026.

„Is my data safe?”

Yes. You choose where they go: from your company account to the model on your server.

  1. 00Employee's private account

    Customer and company data ends up in an account that the company cannot see or control. There is no data processing agreement, so it is a violation of the GDPR. When an employee leaves, the chat history goes with them.

  2. 01ChatGPT or Claude corporate account

    The provider does not use your data to train models. A copy of the queries remains in his logs for up to 30 days.

  3. 02API with zero retention (ZDR)

    The provider processes the request and does not save anything. It requires his consent, we prepare the application together.

  4. 03Processing in the EU

    Queries are counted and stored in Europe: OpenAI in the EU region, Claude via clouds with the EU region.

  5. 04Model at your place

    The open model runs on your server or in your cloud in the EU. The data does not go outside the company.

What we do with every implementation

  • Confidentiality agreement and data processing agreement before we receive any data.
  • You choose the cases for the prototype and we anonymize them upon request.
  • The data stays in the EU and we delete it after the test.
  • Corporate accounts with an administrator on your side.

When data cannot leave the company

The open model runs on your server or in your cloud in the EU. To choose from:

White-tailed eagle
Polish model, SpeakLeash and ACK Cyfronet AGH
PLLUM
Polish model, HIVE consortium commissioned by the Ministry of Digitization
Qwen
Alibaba
GLM
Zhipu AI
DeepSeek
DeepSeek

We select a model for the task and check it on your cases. We run it, tune it and maintain it.

Source: Bielik and PLLuM, ACK Cyfronet AGH ↗ · PLLuM, Ministry of Digitization ↗

Do you have a lot of your own data? We will fine-tune the small model.

  1. 1 Your examples
  2. 2 tuning
  3. 3 test on new cases
  4. 4 model at your place

When you have thousands of similar emails, documents or reports, we teach a small open model based on your examples. It works for you, responds quickly and costs less to maintain than a large model. We measure quality on issues that the model has not seen while learning.

Przemysław and Piotr did it in large programming and consulting companies. Artem did it before and does it today at Syntalith. It's about models on your own infrastructure, tuning and quality measurement.

You choose the protection level during the interview. We sign the data processing agreement before we see any data.Schedule a free analysis →

AI automations

This process can go on its own. You will check this on your cases before you pay.

The system takes over repetitive work from emails, documents and spreadsheets, and hands over uncertain matters to a human. A prototype for 20-100 cases that your team has already handled costs €0. You pay the other half of the price when the system reaches your goal.

See AI automations →
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

Questions

  • How do I check licence utilisation before renewal?

    Join the list of assigned accounts with the activity reports for each product, with the observation period. No activity in one product of a suite does not mean the account is unused.

  • Is the vendor's report enough?

    Often it is. Microsoft 365 has an active users report with data per product and an export. Automation makes sense with several vendors, accounts that have to be linked to departments and explanations collected from managers.

  • How much does automating the licence report cost?

    At Syntalith from €3,000 net. With 20 seats released at $25, the company saves about €446 a month, so the system pays back in about 6.7 months. This is a scenario: managers decide how many seats to release.

  • Does AI decide whose licence to remove?

    No. AI can gather the managers' comments into a summary. The manager decides on the access needed, together with IT.

Let's talk

Just write, call or choose a date.

We work fast because we hate corporate cotton wool. We don't have salespeople or managers to keep an eye on managers. You talk immediately to engineers who then build your system. We respect each other's time and yours too.

We will accept 3 more companies by the end of the year.

Mon–Fri 9:00–17:00 CET

What our OpenAI and Anthropic partnerships mean for you.

OpenAI makes ChatGPT and Anthropic makes Claude. We belong to the partnership programs of both companies, so we work with their tools every day and learn from the creators themselves.

OpenAI Select PartnerClaude Partner Network
01We will select a tool for the task
We implement both ChatGPT and Claude. We check both on your documents, and you choose the one that makes fewer corrections and saves more time.
02Knowledge straight from the creators
We learn from official OpenAI and Anthropic courses and materials. Your team learns about the features and settings that work today.
03Licenses without our margin
When we roll out ChatGPT, Claude or Copilot, you buy the licences directly from OpenAI, Anthropic or Microsoft and they invoice you. We add nothing to the licence.
04Certified engineers
On the team, we have an AWS certification in machine learning and an Anthropic certification in systems architecture on Claude.

Participation in programs does not mean that OpenAI or Anthropic endorses our services.