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Data Knowledge, AI and integration

Expert Articles Integral Solutions - practical conclusions from the implementation of Data Governance, MDM, data architecture and AI solutions.

27 August, 2026

outsourcing it

The project is delayed. Does IT outsourcing really mean another specialist?

A delayed project doesn't always need another person. The problem could be data, integration, architecture, or a lack of clear responsibility.

IT outsourcing shouldn't start with a job listing. Learn how to determine if a delayed project...

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27 August, 2026

The project is delayed. Does IT outsourcing really mean another specialist?

A delayed project doesn't always need another person. The problem could be data, integration, architecture, or a lack of clear responsibility.

IT outsourcing shouldn't start with a job listing. Learn how to determine if a delayed project...

read on

An AI agent needs more than just access to data. How MCP is changing data management architecture - main image of the post

19 August, 2026

An AI agent needs more than access to data.

How does MCP change the architecture of data management?

An AI agent needs not only data, but also context, control, and secure access to services...

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Agent AI in Production: Why We Need AgentOps - Main Post Image

12 August, 2026

AI agent in production.

Why do we need AgentOps?

An AI agent in production requires not only a good model, but also monitoring dependencies, consumption, cost...

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5 August, 2026

One definition of customer and product.

Why does MDM start before the report?

A consistent report won't fix inconsistent source data. MDM helps reconcile which customer description or...

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27 July, 2026

AI is changing enterprise architecture.

Why is the data foundation becoming more important than subsequent platforms?

We show how Data Governance, AI Governance, Data Observability, Data Quality and Data M...

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AI agents need trusted data context, not just access to the model. - main post image

22 July, 2026

AI agents need more than data. They need context.

Trusted Context allows AI agents to operate on the right data and in accordance with the organization's rules

AI agents can accelerate decisions, but without trusted data context, they can just as quickly solidify...

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Agentic AI needs a layer of control, not just more agents. - main post image

13 July, 2026

How to scale AI agents without losing control?

More AI agents mean a greater need for governance, security, and cost control.

AI agents are increasingly finding their way into real-world business processes, but scaling them requires visible...

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AI doesn't scale through models alone. It scales through trusted data, governance, and competencies. - main post image

6 July, 2026

AI in Production? Start with Trusted Data

Scaling AI requires data quality, governance and appropriate competencies

AI is moving beyond the pilot phase and into real-world processes. Find out why trusted data and governance...

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May, 21

How does advanced data analytics support business decisions?

Learn how advanced analytics allows you to predict trends and risks rather than react to them.

Faced with an increasing amount of data, many companies struggle to convert it into useful knowledge, which...

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What is a Cloud? – A Complete Guide - Main Post Image

May, 21

What is Cloud Computing? - The Complete Guide

Learn about the types of cloud, its applications, and the most important benefits for companies and users.

Learn what the cloud is, how it works, and what benefits it offers. Learn about its types,...

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22 April, 2026

Cloud data analytics – how can companies benefit from it?

More analytical capabilities without expensive infrastructure

See how the cloud simplifies data analysis, reduces costs, and supports better business decisions....

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22 April, 2026

Digital transformation – how do IT technologies support company development?

How modern technologies increase the efficiency and competitiveness of companies.

See how digitization streamlines processes, reduces costs, and supports business development.

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How to reduce IT costs in your company with the cloud? - main post image

22 April, 2026

How to reduce IT costs with the cloud?

Less infrastructure, more flexibility and better expense control

The cloud allows you to reduce IT costs and better utilize available resources. See how FinOps and auditing...

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Agentic AI in 2026: Companies are accelerating, but trust and governance are lagging behind - main post image

26 March, 2026

Agentic AI is accelerating. Is your data ready?

Companies are deploying AI agents faster than they are developing trust, governance, and data quality.

In 2026, agentic AI is no longer a curiosity. The problem is that the scale of implementations is growing faster than...

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Agentic AI in the Enterprise: Why Trust Starts with Data (Not the Model) - Main Post Image

17 February, 2026

Agentic AI in the company – trust starts with data

The greater the autonomy of AI, the more important data quality, governance and control become.

Agentic AI doesn't just analyze, it also acts. See how trusted data and governance enable...

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