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Local AI for mid-sized companies — explained clearly.

Down-to-earth articles on local AI, RAG and data protection. For decision-makers, without developer jargon.

9 September 20265 min readTechnology explained

Why we stopped letting the AI work out a date

A user asked about a meeting that had been in the system for days — and was told it did not exist. Four faults were stacked on top of each other. The most instructive was the repair that made things worse.

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8 September 20263 min readDevelopment

From issue to merge request — the bridge is built

KiAgent has gained a third task source: issues from ocTask. More important than what the agent does is what it deliberately does not do.

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5 September 20264 min readNew features

The AI may go online — your company knowledge may not

SouveraLotse has gained a third chat mode: web research. The real work was not in the searching but in the separation — five commitments that counted as acceptance criteria.

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AI now understands images, too
19 July 20261 min readNew features

AI now understands images, too

More than text: SouveraApi gains intelligent image and document recognition.

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Monitoring and high availability
17 July 20261 min readOperations

Monitoring and high availability

Always reachable: new monitoring and failover features for SouveraLotse.

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SouveraLotse grows: scalable AI infrastructure with intelligent LLM clustering
13 July 20265 min readInfrastructure

SouveraLotse grows: scalable AI infrastructure with intelligent LLM clustering

Instead of having a single system handle all AI requests, the new architecture intelligently distributes the load across several specialised LLM servers. This means requests can be answered faster and different AI models can be used specifically for their respective strengths.

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KiAgent: AI now develops alongside you
7 July 20261 min readDevelopment

KiAgent: AI now develops alongside you

AI now develops alongside you. KiAgent connects Signal, GitLab and modern coding agents like Claude Code and OpenCode into an automated development workflow — from the task to the merge request.

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18 June 20266 min readData protection

ChatGPT in the company: 5 data protection traps — and how to avoid them

Public AI services are tempting, but carry concrete risks when used in a company. Five typical traps and practical countermeasures.

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28 May 20266 min readTechnology made clear

RAG explained simply: how an AI assistant makes your company knowledge usable

RAG connects a language model with your own documents — producing answers with a source instead of invented information. An explanation without jargon.

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12 May 20265 min readBasics

What is local AI — and why it matters for mid-sized companies

Local AI processes company knowledge in your own house instead of in external clouds. What that means in practice and who benefits.

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