--- title: "Information & Data Management" description: "20 articles by SIMO GmbH on Information & Data Management." canonical: "https://simo-online.com/en/blog/topic/data-management" --- # Information & Data Management 20 articles by SIMO GmbH on Information & Data Management. - [Data preparation: where most of AI success is decided](https://simo-online.com/en/blog/data-preparation-ki-erfolg-datenvorbereitung-2026.md): Data Preparation determines AI success or failure. Learn why 80 percent of the effort lies in data preparation and how midsize companies can master it. - [Data management best practices from the US, Asia, and Europe](https://simo-online.com/en/blog/datenmanagement-smes-weltweit-best-practices-2026.md): How midsize companies in the USA, Asia, and Europe implement data management. Best practices, comparison of approaches, and transferable strategies for Germany’s Mittelstand. - [Information theory for business: from Shannon to data](https://simo-online.com/en/blog/informationstheorie-unternehmen-shannon-datenmanagement-2026.md): From Shannon to today: how information theory shapes modern data management and supports midsize companies in evaluating and using their data assets. - [Data discovery: finding the hidden value in company data](https://simo-online.com/en/blog/data-discovery-versteckte-datenschaetze-unternehmen-2026.md): Data discovery helps midsize companies find hidden data treasures and use them for better decisions. Methods, tools, and practical guide for the Mittelstand. - [Data governance for midsize companies: order from chaos](https://simo-online.com/en/blog/data-governance-mittelstand-ordnung-datenchaos-2026.md): Pragmatically implementing Data Governance in the Mittelstand. Guide for midsize companies with framework, GDPR reference, and concrete measures for better data quality. - [The 10 costliest data management mistakes worldwide](https://simo-online.com/en/blog/datenmanagement-fehler-kmu-weltweit-lessons-learned-2026.md): The ten costliest data management mistakes in midsize companies worldwide and how to avoid them. With case studies, cost analysis, and concrete countermeasures. - [Breaking down data silos with integrated data management](https://simo-online.com/en/blog/datensilos-aufbrechen-integriertes-datenmanagement-kmu-2026.md): Data silos cost midsize companies time and money. How to build integrated data management with concrete tools and strategies. - [Dimensionality reduction and feature engineering](https://simo-online.com/en/blog/dimensionsreduktion-feature-engineering-datenkomplexitaet-2026.md): Dimensionality reduction and feature engineering explained clearly. How midsize companies master data complexity and optimally prepare data for AI projects. - [Master data management: the foundation for AI](https://simo-online.com/en/blog/master-data-management-stammdaten-ki-enabler-mittelstand-2026.md): Master Data Management in the Mittelstand: why master data quality is the decisive AI enabler and how midsize companies can implement MDM pragmatically. - [Real-time analytics: live data for business decisions](https://simo-online.com/en/blog/real-time-analytics-echtzeitdaten-geschaeftsentscheidungen-2026.md): Real-time analytics enables midsize companies to make faster and better decisions. A practical guide with tools, use cases, and implementation steps for midsize companies. - [Statistical modeling: from regression to time series](https://simo-online.com/en/blog/statistische-modellierung-kmu-regression-zeitreihen-2026.md): Statistical modeling from regression to time series analysis: How midsize companies use these methods for sales forecasts, cost models, and better decisions. - [Variational methods for business decisions](https://simo-online.com/en/blog/variationsmethoden-datenanalyse-optimierung-unternehmen-2026.md): Variational methods and mathematical optimization explained clearly. How midsize companies use these methods for better data-driven business decisions. - [Data cleansing: the foundation for AI projects](https://simo-online.com/en/blog/data-cleansing-mittelstand-datenbereinigung-ki-2026.md): Data cleaning is the foundation of successful AI projects in the Mittelstand. Practical guide with methods, tools, and a concrete case study for midsize companies. - [Data literacy as a competitive factor](https://simo-online.com/en/blog/data-literacy-datenkompetenz-wettbewerbsfaktor-2026.md): Data Literacy is the decisive competitive factor for companies. How midsize companies systematically build data competency and use data for better decisions. - [Data storytelling: communicating data insights](https://simo-online.com/en/blog/data-storytelling-datenerkenntnisse-kommunizieren-2026.md): Data Storytelling transforms data into compelling stories. How midsize companies communicate data insights effectively and drive data-based decisions. - [Bayesian methods for business decisions in practice](https://simo-online.com/en/blog/bayessche-methoden-praxis-geschaeftsentscheidungen-2026.md): Bayesian methods explained clearly: How midsize companies make probability-based business decisions with concrete ROI and less risk. - [ETL and ELT: building and automating data pipelines](https://simo-online.com/en/blog/etl-elt-kmu-daten-pipelines-automatisieren-2026.md): ETL and ELT explained simply: how midsize companies build automated data pipelines. Comparison of the best tools and step-by-step guide for midsize companies. - [Data analytics without a data science team](https://simo-online.com/en/blog/data-analytics-kmu-datengetriebene-entscheidungen-2026.md): How midsize companies use data analytics for better business decisions—without their own data science team. Practical guide with tools, methods, and ROI examples. - [Data mesh vs. data warehouse for midsize companies](https://simo-online.com/en/blog/data-mesh-vs-data-warehouse-datenarchitektur-mittelstand-2026.md): Data Mesh, Data Warehouse, or Data Lakehouse? Which data architecture fits the Mittelstand? Comparison, decision guide, and practical roadmap for midsize companies. - [Self-service BI: insights without a data department](https://simo-online.com/en/blog/self-service-bi-kmu-analytische-erkenntnisse-2026.md): Self-service BI enables midsize companies to make data-driven decisions without a dedicated IT department. Comparison of the best tools and a practical guide for getting started. Rendered version: https://simo-online.com/en/blog/topic/data-management