OUR SERVICES

Artificial Intelligence

We design and implement AI systems that truly work in real-world production.

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About the service

AI is not just a chatbot. It is a set of tools that can automate decision making, process documents, respond to customers and connect to your systems.

We build chatbots for customer support, RAG agents that answer based on your own data, multi-agent systems for automating more complex processes and generative AI for content creation or reports. If you do not want to send data to the cloud, we can deploy models locally. We built our own model called MILO.

Main features

Security and safeguards

Every agent has clearly defined competencies and access rights. We build guardrails that prevent unwanted outputs or misuse.

Connection to your systems

Agents can call APIs, read from databases or write to external tools. Where it makes sense, we build an MCP server.

Observability and evaluation

Every query, every step of the agent is logged and visualised. You know what the AI is doing, where it fails and how output quality develops over time.

Local models

If you do not want to send data to the cloud, we can work with locally deployed models. We built MILO, our local AI model.

How we work

1

Use case analysis

We go through what you want to automate, what data you have available and where AI can realistically add value.

2

Model selection and preparation

We decide whether existing models (OpenAI, Claude, Mistral) are sufficient, whether fine-tuning on your data makes sense, or whether a custom base model needs to be trained from scratch.

3

Architecture design

We design the system structure, safeguards, agent access rights and integration with your tools.

4

Implementation and testing

We build the system and test it on real data. We consult with you continuously throughout.

5

Evaluation and observability

Before completion we set up Langfuse tracking and automated response scoring. We hand over the system only once we know it performs measurably well.

6

Operations and support

We monitor output quality, update models and adapt the system to changes in your data and processes.

Technologies

OpenAI

OpenAI

Python

Python

Azure

Azure

LangFuse

LangFuse

FAQ

Answers to your questions

Do we need our own data, or is a general model enough?

Which model will you choose for us?

How do you ensure the AI does not give wrong answers?

Can you connect AI to our internal systems?

How long does implementation take?

A no-obligation consultation is free

Tell us about your project and we will get back to you within two business days.

MLJ Solutions

Custom software and AI implementations for companies and public institutions.

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Office

Bavlna Office Centrum

Veverkova 1343,

500 02 Hradec Králové

Legal

Contact

info@mlj.solutions+420 777 490 660

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MLJ Solutions