
Harness Your Data
At Data Principles, we believe in taking a holistic approach to data solutions. We combine a top-down and bottom-up analysis to ensure that technology implementations are perfectly aligned with business needs.
Our Methodology for Business-Driven Design
Our Methodology for Business-Driven Design
At Data Principles, we believe in taking a holistic approach to data solutions. We combine a top-down and bottom-up analysis to ensure that technology implementations are perfectly aligned with business needs.

Our Services
Self Service Analytics
Leverage our proven OmniTelligence™ methodology to unlock the full potential of modern BI & analytics tools such as Qlik, Tableau, Power BI, Business Objects, and more.
Self Service Analytics
Leverage our proven OmniTelligence™ methodology to unlock the full potential of modern BI & analytics tools such as Qlik, Tableau, Power BI, Business Objects, and more.
Self Service Analytics
Leverage our proven OmniTelligence™ methodology to unlock the full potential of modern BI & analytics tools such as Qlik, Tableau, Power BI, Business Objects, and more.
Data Modeling
NEW
Our founder, Pete Stiglich, is a recognized industry thought leader in data modeling. With extensive experience teaching and writing on the subject, he specializes in designing databases for analytics and data integration.
Data Modeling
NEW
Our founder, Pete Stiglich, is a recognized industry thought leader in data modeling. With extensive experience teaching and writing on the subject, he specializes in designing databases for analytics and data integration.
Data Modeling
NEW
Our founder, Pete Stiglich, is a recognized industry thought leader in data modeling. With extensive experience teaching and writing on the subject, he specializes in designing databases for analytics and data integration.
AI Preparation Services
In AI/ML initiatives involving structured data, up to 80% of effort is spent on data preparation—not developing algorithms. Ensuring data is clean, reliable, and integrated is critical to producing accurate and scalable machine learning outcomes.
AI Preparation Services
In AI/ML initiatives involving structured data, up to 80% of effort is spent on data preparation—not developing algorithms. Ensuring data is clean, reliable, and integrated is critical to producing accurate and scalable machine learning outcomes.
AI Preparation Services
In AI/ML initiatives involving structured data, up to 80% of effort is spent on data preparation—not developing algorithms. Ensuring data is clean, reliable, and integrated is critical to producing accurate and scalable machine learning outcomes.
Enterprise-Grade Data Warehouses
We specialize in designing, building, and managing scalable data solutions to help organizations unlock seamless data integration and insights.
Enterprise-Grade Data Warehouses
We specialize in designing, building, and managing scalable data solutions to help organizations unlock seamless data integration and insights.
Enterprise-Grade Data Warehouses
We specialize in designing, building, and managing scalable data solutions to help organizations unlock seamless data integration and insights.
Data Architecture Assessment
Whether you're evaluating current-state architecture or planning for the future, an unbiased expert perspective can provide invaluable clarity. We offer Independent Verification & Validation (IV&V) to assess your data architecture for effectiveness, alignment, and readiness.
Data Architecture Assessment
Whether you're evaluating current-state architecture or planning for the future, an unbiased expert perspective can provide invaluable clarity. We offer Independent Verification & Validation (IV&V) to assess your data architecture for effectiveness, alignment, and readiness.
Data Architecture Assessment
Whether you're evaluating current-state architecture or planning for the future, an unbiased expert perspective can provide invaluable clarity. We offer Independent Verification & Validation (IV&V) to assess your data architecture for effectiveness, alignment, and readiness.
Data Strategy Consulting
In today's data-driven world, a well-defined data strategy is essential to manage the explosion of data across on-premises, cloud, and multi-cloud environments.
Data Strategy Consulting
In today's data-driven world, a well-defined data strategy is essential to manage the explosion of data across on-premises, cloud, and multi-cloud environments.
Data Strategy Consulting
In today's data-driven world, a well-defined data strategy is essential to manage the explosion of data across on-premises, cloud, and multi-cloud environments.

Our 4 Stage Process
Our 4 Stage Process
Our 4 Stage Process
01
Step
01
Discovery Phase
During this initial stage, we delve deep into understanding your business goals, target audience, and market landscape. We conduct thorough research and analysis to identify opportunities and challenges, laying the foundation for a successful campaign.
Step
01
Discovery Phase
During this initial stage, we delve deep into understanding your business goals, target audience, and market landscape. We conduct thorough research and analysis to identify opportunities and challenges, laying the foundation for a successful campaign.
01
Step
01
Discovery Phase
During this initial stage, we delve deep into understanding your business goals, target audience, and market landscape. We conduct thorough research and analysis to identify opportunities and challenges, laying the foundation for a successful campaign.
02
Step
02
Strategy Development
With insights gathered from the discovery phase, we develop a customized strategy tailored to your specific needs and objectives. This comprehensive plan outlines the key tactics, channels, and timelines needed to achieve your business goals effectively.
Step
02
Strategy Development
With insights gathered from the discovery phase, we develop a customized strategy tailored to your specific needs and objectives. This comprehensive plan outlines the key tactics, channels, and timelines needed to achieve your business goals effectively.
02
Step
02
Strategy Development
With insights gathered from the discovery phase, we develop a customized strategy tailored to your specific needs and objectives. This comprehensive plan outlines the key tactics, channels, and timelines needed to achieve your business goals effectively.
03
Step
03
Implementation and Execution
Once the strategy is finalized and approved, we roll up our sleeves and put the plan into action. Our expert team utilizes cutting-edge tools and techniques to execute each component of the strategy with precision and efficiency, whether it's optimizing your website for search engines, crafting engaging social media content, or designing captivating visuals.
Step
03
Implementation and Execution
Once the strategy is finalized and approved, we roll up our sleeves and put the plan into action. Our expert team utilizes cutting-edge tools and techniques to execute each component of the strategy with precision and efficiency, whether it's optimizing your website for search engines, crafting engaging social media content, or designing captivating visuals.
03
Step
03
Implementation and Execution
Once the strategy is finalized and approved, we roll up our sleeves and put the plan into action. Our expert team utilizes cutting-edge tools and techniques to execute each component of the strategy with precision and efficiency, whether it's optimizing your website for search engines, crafting engaging social media content, or designing captivating visuals.
04
Step
04
Monitoring and Optimization
Continuous monitoring and optimization are essential to ensuring the success and effectiveness of our campaigns. We closely track key performance indicators (KPIs) and metrics, analyzing data to identify areas for improvement and making necessary adjustments to optimize results. This iterative process allows us to adapt to changes in the market and maximize the return on your investment.
Step
04
Monitoring and Optimization
Continuous monitoring and optimization are essential to ensuring the success and effectiveness of our campaigns. We closely track key performance indicators (KPIs) and metrics, analyzing data to identify areas for improvement and making necessary adjustments to optimize results. This iterative process allows us to adapt to changes in the market and maximize the return on your investment.
04
Step
04
Monitoring and Optimization
Continuous monitoring and optimization are essential to ensuring the success and effectiveness of our campaigns. We closely track key performance indicators (KPIs) and metrics, analyzing data to identify areas for improvement and making necessary adjustments to optimize results. This iterative process allows us to adapt to changes in the market and maximize the return on your investment.
