# UD4D

> UD4D builds automated, scalable data platforms — services, technology partnerships, and senior data experts.

## Core pages

- [Home](https://www.ud4d.com/en): What UD4D does and why. Czech version: https://www.ud4d.com/cs/domu.
- [About](https://www.ud4d.com/en/about-us): Who we are and what we do. Czech version: https://www.ud4d.com/cs/o-nas.
- [Services](https://www.ud4d.com/en/services): How we engage with clients. Czech version: https://www.ud4d.com/cs/sluzby.
- [Technologies](https://www.ud4d.com/en/technologies): Our partner technology stack. Czech version: https://www.ud4d.com/cs/technologie.
- [Data experts](https://www.ud4d.com/en/data-experts): Our team of senior consultants. Czech version: https://www.ud4d.com/cs/datovi-experti.
- [References & case studies](https://www.ud4d.com/en/case-studies): Named client references and in-depth anonymized case studies. Czech version: https://www.ud4d.com/cs/pripadove-studie.
- [News](https://www.ud4d.com/en/news): Articles and announcements. Czech version: https://www.ud4d.com/cs/novinky.
- [Career](https://www.ud4d.com/en/career): Open positions and what it’s like to work with us. Czech version: https://www.ud4d.com/cs/kariera.
- [For students and graduates](https://www.ud4d.com/cs/pro-studenty-a-absolventy): Internships, part-time positions and thesis topics at UD4D (CS only).
- [Career path in BI and data engineering](https://www.ud4d.com/cs/karierni-stezka): Role progression from Junior Data Analyst to Data Scientist (CS only).
- [CSR and ESG](https://www.ud4d.com/en/csr-and-esg): Our commitments. Czech version: https://www.ud4d.com/cs/csr-a-esg.
- [Contact](https://www.ud4d.com/en/contact): How to reach us. Czech version: https://www.ud4d.com/cs/kontakt.

## Case studies

All case studies are anonymized (no client name, logo, or identifying detail). Each has a Czech version at the same slug under https://www.ud4d.com/cs/pripadove-studie/.

- [One finance data & analytics platform on cloud with scalable architecture](https://www.ud4d.com/en/case-studies/one-finance-data-analytics-platform-on-cloud-with-scalable-architecture): A modular, scalable AWS finance platform that grew from a single use case to 19 data sources and 8 applications on one governed foundation.
- [Establishing a central data observability platform based on a vendor market tool](https://www.ud4d.com/en/case-studies/establishing-a-central-data-observability-platform-based-on-vendor-market-tool): 11 projects onboarded to unified observability across 7 analytical platforms in six months, on Acceldata ADOC.
- [One platform for data observability across global data divisions](https://www.ud4d.com/en/case-studies/one-platform-for-data-observability-across-global-data-divisions): 50% faster data issue resolution with a cloud-native AWS observability platform.
- [Replacing a fragmented legacy landscape with a single governed cloud data hub](https://www.ud4d.com/en/case-studies/replacing-a-fragmented-legacy-landscape-with-a-single-governed-cloud-data-hub): A single governed AWS data hub replacing a fragmented multi-system legacy landscape, with WhereScape automation.
- [Unifying master data across three domains for Global Market Access](https://www.ud4d.com/en/case-studies/unifying-master-data-across-three-domains): A governed master data model across product, geography and customer domains.
- [Reducing cloud data platform costs by more than 40%](https://www.ud4d.com/en/case-studies/reducing-cloud-data-platform-costs-by-more-than-40): Snowflake compute cut by 40%+ ($44K/year) while maintaining reporting, via Data Vault optimization.
- [Cutting VAT reporting compute costs by over 80% on Snowflake](https://www.ud4d.com/en/case-studies/cutting-vat-reporting-compute-costs-by-over-80-on-snowflake): VAT reporting refactored to Snowflake Dynamic Tables for 83% lower compute and 7x faster runs.
- [Unifying 30+ medical and R&D reports on a single Snowflake data mart](https://www.ud4d.com/en/case-studies/unifying-30-medical-and-rd-reports-on-a-single-snowflake-data-mart): A Snowflake R&D data mart over Veeva sources replacing manual Excel reporting for ~50 user groups.
- [Eliminating 27 daily manual SAP extracts with automated Snowflake reporting](https://www.ud4d.com/en/case-studies/eliminating-27-daily-manual-sap-extracts-with-automated-snowflake-reporting): 27 daily manual SAP T-code exports replaced by automated Snowflake reporting with Coalesce and Data Vault.
- [Unifying 15+ source systems into one governed data warehouse](https://www.ud4d.com/en/case-studies/unifying-15-source-systems-into-one-governed-data-warehouse): 15+ IT operational systems consolidated into one governed EDW; 80% faster deployment, 99.8% pipeline stability.
- [Migrating 40,000+ data objects from WhereScape to dbt in six months](https://www.ud4d.com/en/case-studies/migrating-40000-data-objects-from-wherescape-to-dbt-in-six-months): An automated, Python-based framework migrated 40,000+ objects 1:1 from WhereScape to dbt with zero downtime and the Data Vault model 100% preserved.

## News articles

- [Webinar: Governed foundations are a necessity for AI readiness in insurance & financial services](https://www.ud4d.com/en/news/webinar-governed-foundations-are-a-necessity-for-ai-readiness-in-insurance-financial-services)
- [Supporting Skládáme se initiative](https://www.ud4d.com/en/news/supporting-skladame-se-initiative-for-a-better-future-for-children)
- [Strengthening our U.S. presence: Introducing UD4D Corp.](https://www.ud4d.com/en/news/strengthening-our-u-s-presence-introducing-ud4d-corp)
- [Expanding our capabilities with UD4D PA](https://www.ud4d.com/en/news/expanding-our-capabilities-with-ud4d-pa-a-specialized-data-staffing-agency)
- [UD4D Group is moving to new offices in Karlín](https://www.ud4d.com/en/news/ud4d-group-is-moving-to-new-offices-in-karlin)
- [Why WhereScape with Microsoft Fabric is a strong combination](https://www.ud4d.com/en/news/why-wherescape-with-microsoft-fabric-is-a-strong-combination)
- [AI in data management: Key ethical considerations](https://www.ud4d.com/en/news/ai-in-data-management-key-ethical-considerations-and-future-trends)
- [WhereScape summer update: Strengthening Git-friendly foundations](https://www.ud4d.com/en/news/wherescape-summer-update-strengthening-git-friendly-foundations)
- [Strengthening our collaboration with WhereScape](https://www.ud4d.com/en/news/strengthening-our-collaboration-with-wherescape)
- [Unlocking business potential with AI-powered data management](https://www.ud4d.com/en/news/unlocking-business-potential-with-ai-powered-data-management)
- [UD4D announces strategic technology partnership with BiG EVAL](https://www.ud4d.com/en/news/ud4d-announces-strategic-technology-partnership-with-big-eval)
- [Key takeaways from the Gartner Data & Analytics Summit 2025](https://www.ud4d.com/en/news/key-takeaways-from-the-gartner-data-analytics-summit-2025)
- [AI-driven transformation of data warehousing and ETL processes](https://www.ud4d.com/en/news/ai-driven-transformation-of-data-warehousing-and-etl-processes)
- [AI-powered synthetic data: Safeguarding personal information in DWH](https://www.ud4d.com/en/news/ai-powered-synthetic-data-safeguarding-personal-information-in-dwh)
- [Get a fast start on your automation journey with Coalesce](https://www.ud4d.com/en/news/get-a-fast-start-on-your-automation-journey-with-coalesce)
- [Navigating the data revolution: Insights from a data management pioneer](https://www.ud4d.com/en/news/navigating-the-data-revolution-insights-from-a-data-management-pioneer)
- [What are the issues with business keys?](https://www.ud4d.com/en/news/what-are-the-issues-with-business-keys)
- [WhereScape customization & parametrization intro](https://www.ud4d.com/en/news/wherescape-customization-parametrization-intro)
- [Introduction to Snowflake](https://www.ud4d.com/en/news/introduction-to-snowflake)
- [Just started with Data Vault model and facing issues with keys and hubs](https://www.ud4d.com/en/news/just-started-with-data-vault-model-and-facing-issues-with-keys-and-hubs)
- [You've already heard about Data Vault modelling but are afraid to change](https://www.ud4d.com/en/news/youve-already-heard-about-data-vault-modelling-but-youre-afraid-to-change-your-approach)
- [Data warehouse automation: 6 tips on how to easily adopt WhereScape](https://www.ud4d.com/en/news/data-warehouse-automation-6-tips-on-how-to-easily-adopt-wherescape)

## Czech news articles (Novinky)

- [Webinář: Řízené datové základy jako předpoklad pro AI v pojišťovnictví a finančních službách](https://www.ud4d.com/cs/novinky/webinar-rizene-datove-zaklady-jako-predpoklad-pro-ai-v-pojistovnictvi-a-financnich-sluzbach)
- [Zapojili jsme se do projektu Skládáme se pro lepší budoucnost dětí](https://www.ud4d.com/cs/novinky/zapojili-jsme-se-do-projektu-skladame-se-pro-lepsi-budoucnost-deti)
- [Posilujeme naši pozici na americkém trhu: Představujeme UD4D Corp.](https://www.ud4d.com/cs/novinky/posilujeme-nasi-pozici-na-americkem-trhu-predstavujeme-ud4d-corp)
- [Rozšiřujeme naše služby o personální agenturu UD4D PA](https://www.ud4d.com/cs/novinky/rozsirujeme-nase-sluzby-o-personalni-agenturu-ud4d-pa)
- [UD4D Group se stěhuje do nových prostor v Karlíně](https://www.ud4d.com/cs/novinky/ud4d-group-se-stehuje-do-novych-prostor-v-karline)
- [Proč je kombinace WhereScape + Microsoft Fabric tak silná](https://www.ud4d.com/cs/novinky/proc-je-kombinace-wherescape-s-microsoft-fabric-tak-silna)
- [AI ve správě dat: Klíčové etické výzvy a budoucí trendy](https://www.ud4d.com/cs/novinky/ai-ve-sprave-dat-klicove-eticke-vyzvy-a-budouci-trendy)
- [Letní novinky od WhereScape: Další posílení integrace s Git](https://www.ud4d.com/cs/novinky/letni-novinky-od-wherescape-dalsi-posileni-integrace-s-git)
- [Posilujeme spolupráci s WhereScape](https://www.ud4d.com/cs/novinky/posilujeme-spolupraci-s-wherescape)
- [Umělá inteligence ve správě dat odemyká obchodní potenciál](https://www.ud4d.com/cs/novinky/umela-inteligence-ve-sprave-dat-odemyka-obchodni-potencial)
- [UD4D oznamuje strategické technologické partnerství se společností BiG EVAL](https://www.ud4d.com/cs/novinky/ud4d-oznamuje-strategicke-technologicke-partnerstvi-se-spolecnosti-big-eval)
- [Klíčové poznatky z Gartner Data & Analytics Summit 2025](https://www.ud4d.com/cs/novinky/klicove-poznatky-z-gartner-data-analytics-summit-2025)
- [AI mění hru: Revoluce v datových skladech a ETL procesech](https://www.ud4d.com/cs/novinky/ai-meni-hru-revoluce-v-datovych-skladech-a-etl-procesech)
- [Představujeme novou sekci pro studenty a absolventy](https://www.ud4d.com/cs/novinky/predstavujeme-novou-sekci-pro-studenty-a-absolventy)

## Legal

- [Privacy policy](https://www.ud4d.com/en/privacy-policy): How UD4D collects, uses, and protects personal data. Czech version: https://www.ud4d.com/cs/ochrana-osobnich-udaju.
- [Terms of use](https://www.ud4d.com/en/terms-of-use): Rules governing use of the UD4D website. Czech version: https://www.ud4d.com/cs/podminky-pouziti.

## Technology partners

- [Dawiso](https://www.ud4d.com/en/technologies/dawiso): Business-friendly data governance and metadata layer for AI. Czech version: https://www.ud4d.com/cs/technologie/dawiso.
- [Snowflake](https://www.ud4d.com/en/technologies/snowflake): AI Data Cloud. Czech version: https://www.ud4d.com/cs/technologie/snowflake.
- [WhereScape](https://www.ud4d.com/en/technologies/wherescape): Data warehouse automation. Czech version: https://www.ud4d.com/cs/technologie/wherescape.
- [Coalesce](https://www.ud4d.com/en/technologies/coalesce): Data transformation platform. Czech version: https://www.ud4d.com/cs/technologie/coalesce.
- [Big Eval](https://www.ud4d.com/en/technologies/big-eval): Data quality and reconciliation. Czech version: https://www.ud4d.com/cs/technologie/big-eval.