An honest first assessment
We also tell you when a project is better served by a database query than by a model.
Service 03 · AI integration
AI is not a feature. It’s a decision.
We use language models where they take work off your hands - and leave them out where they only add risk.
What it’s about
AI that holds up in production
The most useful sentence in any AI project is the one in which the system says: “I don’t know.” An assistant that has an answer to every question is more dangerous in operation than one that stays silent. So we build the limits first, then the capabilities.
Where data must not leave the building, the model runs in the building: on your own hardware, without cloud, without API keys, without a single document ever going outside. Where the cloud is fine, we use it - but with a clear line on which data it sees.
Typical starting point
Does any of this sound familiar?
- Your knowledge sits in thousands of PDFs, and nobody finds anything in them.
- Someone transfers details from emails into a form every day.
- You may not put your data into a cloud - but still don’t want to do without.
Scope
What we take on.
Answers with sources
Every answer shows which document it comes from. No source, no answer.
Running in-house
Model, search index and interface on your own hardware. No data leaving, no fee per request.
Test cases, not gut feeling
A fixed list of questions with expected answers - including the questions the system should refuse.
Built into the workflow
Extraction from free text, pre-filling forms, summarising, classifying. Wherever someone is typing things over today.
With
Claude APILocal language modelsRetrieval (RAG)Vector searchOwn hardwareEval suites
Proof
Where we’ve done this before.
Our own products, live on the web. Open them, try them, judge for yourself.
anywhere.ai
An AI assistant that never leaves the building.
An appliance that answers questions about your own documents - entirely inside your own network, without the cloud. With industry profiles and a fixed list of questions the system deliberately refuses: an assistant that answers everything is more dangerous in operation than one that stays silent.
ai.solvedapps.com
NamibWay
Plan and book your Namibia trip – in a conversation.
NamibWay plans trips through Namibia in dialogue: AI travel companion Kaia asks about your wishes and builds a bookable itinerary with lodges, activities, rental car and route. iOS and Android apps are coming soon.
In progress …
ORGDATE
Find a time. Make a plan. Get it done.
ORGDATE turns one sentence into a scheduling poll: share the link, everyone fills in their availability, confirm the date. Then move straight into planning – who brings what.
orgdate.comGood to know
Questions that often come up.
Contact
Tell us where it’s stuck.
An hour of listening costs nothing and usually clarifies more than three quotes. Write to us - we’ll get back to you within one business day.
Emailteam@tmsystems.eu
OfficeBirkenstr. 19, 61440 OberurselFrankfurt Rhine-Main · Projects anywhere, first meeting gladly in person
ResponseWithin one business dayFirst call usually the same week
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