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What staff recover after a private AI outage
Short answer
After an outage of a private AI app, restarting the model does not restore the workspace: documents, summaries in progress and history. When you order backups, settle what the team needs to recover and from what point it will redo work, and test the restore with a trial the business owner understands.
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
- model on your server or in the cloud in the EU
- quoted after the review
- same work in application with EU cloud model
- from €3,000
- task, data and equipment analysis
- €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
Private models: statistics 2026
1.6 mo.
payback of a €3,000 local app at 400 tasks a month: €2,792 of work today, €912 with checking and a GPU server. Scenario.
52.7%
According to Eurostat (2025), 52.7% of EU enterprises used paid cloud computing services.
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) ↗
20.0%
According to Eurostat (2025), 20.0% of EU companies with at least 10 employees used AI.
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
- Documents and the search index
- Summaries in progress and chat history
- App settings and permissions
- The model version and the server configuration
The app runs, and the latest summary is gone
Say a team uses a private assistant to prepare project descriptions. After the environment is restored, a user can sign in and open older conversations, but cannot find a summary saved after the last backup was made. The person leading the work needs to know what period the gap covers and whether the output document was also kept in the project system.
In a restore trial, look at such a case together with the user. A list of the recovered data and the missing period lets you plan how to fill the gap. Once the server is running, what remains is to check whether the team can carry on with the tasks it had started.
What belongs to the workspace of a private AI app
Open WebUI describes storing conversations, users, settings and uploaded files outside the app container itself. That shows why, when you plan a restore, you have to identify the data of the specific tool. A company using a different solution settles its scope separately.
Some documents can be fetched again from the company source. Others exist only as an attachment to a conversation. These differences affect the work after an outage and which material is best kept in the system that is its proper archive. The AI app's backup does not have to become the only place where final summaries are stored.
The restored state also contains earlier settings. The app's owner should confirm that, on return to work, access matches the current permissions. For example, an employee's finished role in a project should not be reinstated just because an older image of the environment was restored. This needs an agreed review before the app is opened to users.
Choosing the backup service and the responsibilities
The company's existing backup service may already cover the data you need. Start with a conversation with the person who runs it, and a trial of recovering a piece of work. If the link between the backup and the app is missing, the scope you order can cover exactly that connection, with no new storage system.
You also need to tell keeping the data apart from the time to restore the service. The infrastructure person can recover the files, and the app's owner checks whether they are usable. The company sets the acceptable break and the fallback work for that time. Specific times and the scope of support have to be written into the contract.
A recovery trial the business owner understands
Syntalith's proposal can cover restoring an agreed part of the environment in a place set aside for the trial. The user opens a conversation, a document and a saved summary, and the person in charge confirms the scope of the recovered material. Any gaps become the basis for changing the backup scope or the way work is saved.
We also agree with IT on access to the backups and how they are kept. They may contain the same confidential content as the running app. The result of the trial should let you name the owner of ongoing upkeep and the date of the next check after significant changes to the environment.
Describe the work your team has to get back to after a break. We will go through your current backups and the restore scope you need. Pricing information is on the pricing page.
What a private AI app with tested recovery costs and when it pays back
- Today
- 400 tasks × 12 min = 80 h × €34.90 = €2,792
- With the app, an employee checks the output in 25% of the time
- €698
- Hetzner GEX45 GPU server
- €214
- Saving
- €1,880 a month
Payback of €3,000
1.6 months
The volume, the time and the checking share are the scenario's assumptions, which we measure in the trial. €34.90 an hour is the EU average hourly labour cost for 2025 according to Eurostat. Price of the GEX45 with 24 GB of GPU memory from Hetzner's website on 22 October 2026, without the one-off setup fee of €209.
- Where the app takes documents from and where it saves results
- What stays in logs, backups and the history of questions
- Who has access to questions, answers and summaries
- Who updates the model, the app and the set of documents
Where to start
In the free process review we choose one task and 20 to 100 cases the team has already handled, and within 2 working days you get a written summary with a price. We roll out the local model as part of private LLMs, and the app around it as an AI app.
Worked example · Scenario
How we count the payback: recovery after an outage
We run the same count for your team in the free process review.
€4,188
a month for the work on 600 questions
EU cloud version payback: 0.8 mo.
Our assumptions are 12 minutes to find an answer in the documentation, 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 in the EU cloud version, at the ECB rate of 1.1205 USD per euro on 22 October 2026. We count the payback for an app with a model in the EU cloud (from €3,000 net). We price the model on your server after a call, and the cost of people's work stays the same.
See the full calculation →