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Schwerpunkt: Lokale KI und Pseudomizer. Zusammen. Mehr

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Explained in 30 seconds

What actually is local AI?

Seven short films for everyone just starting with AI: local, RAG, pseudonymising, hybrid, learning head, learning overnight and the control room. All examples are invented.

Compact black AI computer on a wooden table

1 · Local AI

What does “local” mean?

The AI runs on a device in your house. Your documents stay there. It does not need the internet to answer.

Local AI in 30 seconds00:00
THE LOCAL AIYOUR HOUSEYOUR DOCUMENTSMLKICHAT IN THE HOUSEWhere is thenotice period?Three months toquarter end.Source: contract A, p. 4Who is on dutyon Wednesday?Ms Alpha andMr Beta.Source: rotaCLOUD AIOnly if you want itINTERNET: ONYour documents stay in the house. The AI answers from them, with a source.Example with invented details.
Data leaving the house–
Answers with source–
Internet–

Example with invented values

2 · RAG

How does the AI find the answer?

RAG means: search first, then answer. The AI writes only from what is in your documents and names the source.

RAG in 30 seconds00:00
WHAT IS RAG?YOUR DOCUMENTSWhere is the notice period?SOURCES FOUNDSOURCE 1Contract A, page 4SOURCE 2Annex B, page 2SOURCE 3Minutes, page 7The notice period is three months to the end of the quarter(contract A, page 4; confirmed in annex B).321If the documents say nothing, the AI says so. It invents nothing.
Documents searched–
Sources found–
Answer–

Example with invented values

3 · Pseudonymising

How does a name stay secret?

Names are replaced by placeholders. The key stays with you. A large cloud AI only sees the shadow copy.

Pseudonymising in 30 seconds00:00
PSEUDONYMISINGIN THE HOUSEHOUSE BOUNDARYMs MusterMuster LtdINV-2026-0815ORIGINALMs AlphaCompany BetaRef. 1SHADOWCall backMs Alpha,Company Beta.Call backMs Muster,Muster Ltd.ANSWERKEYonly heresees placeholders onlyCLOUD AIThe cloud AI never saw a real name.Example with invented details. Leak rate at the exit: 0.00 %.
Real names in the cloud–
Key–
Answer–

Example with invented values

4 · Hybrid

Two routes, two search indexes

Local for the confidential, cloud for the strength: originals and shadow copies each have their own search system.

Hybrid in 30 seconds00:00
TWO ROUTES, ONE RULEROUTE 1 · IN THE HOUSE ONLYORIGINALSLOCAL RAGMLKI IN THE HOUSEANSWERROUTE 2 · WITH CLOUD AIORIGINALSPSEUDOMIZERTWIN RAGINTERFACEHOUSE BOUNDARYCLOUD AITwo search indexes: one for the originals, one for the shadow copies.The cloud AI only sees what comes through the Pseudomizer and the twin RAG.Example explaining the structure. Leak rate at the exit: 0.00 %.
Routes–
Originals at the cloud AI–
Search indexes (RAG)–

Example with invented values

5 · Learning head

What is a learning head?

A small language model trained for one single field, from rules, expert knowledge and anonymous cases, not from customer plain text.

Learning head in 30 seconds00:00
WHAT IS A LEARNING HEAD?FOLDER 1How it worksFOLDER 2Where it went wrongFOLDER 3What was decidedFOLDER 4Expert knowledgeFOLDER 5Measure, don't guessBASE MODELknows a lot, does not know youSPECIALIST HEADfor one field onlyA person approvesnew cases, without names: mistakes become knowledgecustomer plain textdoes not belong inTarget picture for explanation. A learning head is built step by step and stays in the house.
Knowledge folders–
Customer plain text inside–
Approval–

Example with invented values

6 · Learning

How does the system get better?

At night the learning system asks itself questions, checks the answers and reports gaps. A person adds what is missing.

Learning overnight in 30 seconds00:00
THE SYSTEM LEARNS OVERNIGHTEVENINGLEARNING SYSTEMWhere is the maintenance deadline?!Who plans the rota?!Which filing deadline applies?!How is cleaning regulated?!MORNING REPORTGaps found:0Closed:0A person adds what is missing.At night the system asks itself questions and checks whether it can answer them.Example with invented questions.
Own questions–
Gaps reported–
Gaps closed–

Example with invented values

7 · Control room

Everything in one place

Meters, machines, files, e-mails and programs come together in the house. You ask, the AI analyses, you decide.

Control room in 30 seconds00:00
EVERYTHING IN ONE PLACEYOUR SOURCESMetersMachinesFilesE-mailProgramsCONTROL ROOMTHE QUESTIONDoes the project pay off?Yes, according to theexample within the period.Workings and source follow.Where is the consumption?Here: largest block,meter 3, measured.An overview that thinks along: if something is missing, ask for it.All data stays with you. The AI analyses, you decide.Example with invented details.
Sources connected–
Data control–
Answers with source–

Example with invented values

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