Webinar recording: Why AI fails without context – and how migRaven.MAX makes concrete risks visible.

Modern IT infrastructures generate large amounts of data and dependencies that are difficult to fully oversee using traditional tools. migRaven.MAX It supports IT managers in analyzing this information in a structured way and deriving reliable insights and prioritized measures from technical parameters.

Through the unique combination of a specialized language model and a deep knowledge graph of your own infrastructure, migRaven.MAX delivers answers precisely tailored to your environment – ​​from BSI audits and Active Directory hardening to license optimization. One thing remains constant: you retain full sovereignty over your data, as the system relies on local data ownership and the highest security standards. Discover in this video how "Consulting-as-a-Feature" allows you to move from simply managing to strategically shaping your IT landscape.

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migRaven.MAX: When AI truly understands your IT infrastructure

The world of IT administration is on the verge of a revolution. While conventional AI models often remain superficial or even "hallucinate," with migRaven.MAX A solution has arrived on the market that not only analyzes your IT infrastructure but understands it in its deepest detail. This article will show you how the combination of Artificial intelligence and a Knowledge Graph Their IT management has fundamentally changed.

The end of AI hallucinations: Why context is everything

The biggest problem with using generic AI models like the standard ChatGPT is the lack of connection to your specific situation. Without knowledge of your particular servers, permissions, and group policies, an AI can only provide general advice.

migRaven.MAX solves this problem through the so-called trinityThe interplay of the language model (LLM), the human as questioner, and a Knowledge Graph (the “brain”)This brain contains all the information from your IT infrastructure in a highly interconnected way. The result is... Actionable IntelligenceAnswers that are precisely tailored to your environment, instead of generic best-practice tips.

Three practical scenarios: Efficiency at the touch of a button

migRaven.MAX is far more than a chatbot; it is a tool for Consulting-as-a-FeatureHere are three areas where the system offers immediate added value:

1. BSI compliance & risk audits: Instead of manually checking hundreds of parameters, MAX generates complete sets at the touch of a button. BSI-compliant audit reportsThe system accesses current recommendations from the BSI and compares them to your actual configuration.
2. GPO analysis at the highest complexity: In complex structures with thousands of Group Policy Objects (GPOs), it's easy to lose track. MAX resolves inheritance issues, identifies conflicting settings, and explains precisely which policy is effective in which context.
3. Cloud license optimization: Are you paying for Microsoft services that no one is using? MAX analyzes application endpoints in the cloud and compares actual usage with your allocated licenses. This allows you to identify unused subscriptions and drastically reduce costs.

The technology behind it: Why graphs beat relational databases

Traditional relational databases reach their limits when analyzing complex IT dependencies. migRaven therefore uses a Neo4j graph database, which links over 90 data sources – from Active Directory and SharePoint to local file servers. Through more than 100 intelligent connections (edges) The system understands relationships that would remain hidden in tables.

This information is presented through personas. Whether you are a CEO need a quick risk check or as IT administrator Looking for a ready-made PowerShell script to fix a problem? MAX provides the information in the language that suits your role.

Maximum security and GDPR compliance

Data sovereignty is a crucial factor for companies. migRaven.MAX is not a purely cloud-based systemThe sensitive metadata of your infrastructure is stored in local databases on your premises. AI models within your own system are preferentially used for processing. Azure tenant used, which ensures that your data is not used for training public models and remains within German data centers.

Conclusion: From knowledge to action

With migRaven.MAX, you get a system that supports the entire IT lifecycle, from analysis and explanation to active remediation (e.g., through "group removal"). It helps with Onboarding new employees, supports at complex migrations and even creates specifications for external service providers.

Start now: For companies with up to 500 users, entry is possible starting from a basic license of €799 per month Possible. Secure full control over your IT infrastructure – with AI that truly understands your data.