Agentic AI 4 Data

Taking off with AI agents

With Agentic AI 4 Data from it-novum, you can deploy AI agents securely across your entire data landscape. By combining LLMs, generative AI and data analysis, our architecture solution enables automated, traceable and auditable decisions.

Securely integrating AI agents into the entire data landscape

Data is the foundation of modern companies – but its full potential often remains untapped. With Agentic AI 4 Data it-novum leads organizations from data silos to intelligent, traceable and automated decisions.

Our approach combines Large Language Models (LLMs), Generative AI, Big Data Analytics and governance into a powerful and auditable platform for data-driven action – secure, transparent and scalable.

Our Agentic AI 4 Data architecture

The solution architecture creates the basis for a modern data & AI ecosystem: from the data source to the decision – with context and clarity.

Data Foundation

Standardize access to all data sources and integrate structured, unstructured and real-time data into a consistent data flow - performant, secure and scalable.

Data Context Layer

Create context through semantic metadata, data catalogs, lineage and vector stores. This makes the data traceable, trustworthy and usable in a targeted manner - from the source to the decision.

Retrieval Augmented Generation (RAG)

Combine generative AI with company-specific data. RAG provides fact-based, contextual answers and makes company knowledge interactively usable - always up-to-date, consistent and explainable.

AI Agents & Automation

Rely on intelligent, controllable AI agents that understand and analyze data and automatically incorporate it into business processes. This creates adaptive workflows and decisions in real time.

Governance by design

Data protection, compliance and auditability are an integral part of the architecture. Governance is not set up retrospectively, but is anchored from the outset.

Agentic Performance

Continuously measure the performance of your AI agents to always receive trustworthy information, even in the age of LLMs.

The advantages of Agentic AI 4 Data from it-novum

Secure and transparent AI integration - thanks to traceable models and clearly defined data flows

Automated, auditable decisions - with full governance and compliance support

Efficient use of corporate knowledge - knowledge becomes findable, contextualized and usable

Open, scalable platform - for your individual data and AI strategy

Use cases

Enterprise Knowledge Assistant

Setting corporate knowledge in motion: We connect data from DWH, Data Lake, CRM and IoT. Our AI agents provide fact-based answers with reference to sources - securely and comprehensibly.

Digital assistants for machine operators

AI agents analyze IoT data, answer troubleshooting questions and provide step-by-step instructions for repairs.

Agentic Data Analytics

Agents continuously monitor KPIs, identify the causes of deviations and suggest measures - proactive insights instead of static dashboards.

Talk to your data

No complicated dashboards, no technical jargon: ask your data like a colleague and get the answers you need immediately. Agentic AI makes self-service analytics intuitive, fast and interactive.

Agentic AI strategy

In our Agentic AI strategy workshop, you will learn how to integrate Agentic AI securely and scalably into your data landscape. Take this opportunity to drive your AI initiatives forward with expert knowledge.

These are your advantages:

Development of a customized AI strategy for your company
Prioritization of relevant Agentic AI use cases for rapid implementation
Detailed insights into architecture and governance options for secure implementation
Creation of a practical pilot roadmap for the launch of your AI initiatives

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