Behind the Data with CloverDX Tue, 24 Mar 2026 11:23:05 -0400 https://www.cloverdx.com en-gb © 2026 CloverDX yes a54c726c-e95d-5ba7-843e-6611464e1323 CloverDX episodic false Go ‘Behind the Data’ with CloverDX to explore the challenges and breakthroughs of modern data management, featuring candid conversations with data experts, innovators and business leaders.

From exploring personal journeys to discussing cutting-edge technologies and innovative solutions, the podcast sheds light on the people and processes shaping the data landscape.

Whether you’re a data professional or simply data-curious, subscribe to Behind the Data for your regular dose of inspiring and actionable insights.

]]> Buzzsprout (https://www.buzzsprout.com) Data, Analytics, ETL, Clover, Data Integration, Anonymization, Digital Transformation, Data Migration, Data Warehousing CloverDX https://storage.buzzsprout.com/uin52kkrub78xelp5mtpu47bji6v?.jpg Behind the Data with CloverDX https://www.cloverdx.com Matthew Stibbe Building resilient data pipelines for sensitive, high-impact use cases Building resilient data pipelines for sensitive, high-impact use cases In this episode of Behind the Data, Matthew Stibbe interviews Darren Rooney, Senior Data Engineering Manager at Benchmark Analytics. They discuss the emerging trends in data engineering, particularly the impact of AI, and how Benchmark Analytics is leveraging data to improve police force management. Darren shares insights on the challenges of data ingestion and processing, the implementation of CloverDX for standardization, and offers valuable advice for successful data integration.

Learn more about CloverDX
Hosted by Matthew Stibbe from Articulate Marketing

]]> In this episode of Behind the Data, Matthew Stibbe interviews Darren Rooney, Senior Data Engineering Manager at Benchmark Analytics. They discuss the emerging trends in data engineering, particularly the impact of AI, and how Benchmark Analytics is leveraging data to improve police force management. Darren shares insights on the challenges of data ingestion and processing, the implementation of CloverDX for standardization, and offers valuable advice for successful data integration.

Learn more about CloverDX
Hosted by Matthew Stibbe from Articulate Marketing

]]> CloverDX Buzzsprout-17202091 Wed, 21 May 2025 12:00:00 +0100 1576 Benchmark Analytics, Data, AI, data engineering 1 13 full false Building high-volume, high-stakes, real-time data pipelines Building high-volume, high-stakes, real-time data pipelines In this episode of Behind the Data, Matthew Stibbe interviews Yossi Leon, CTO of FIA Tech, discussing the complexities and innovations in data engineering, particularly in the financial sector. Yossi shares insights on the challenges of normalizing diverse data sources, the importance of real-time data processing, and the development of the Trade Data Network. The conversation highlights the significance of adopting industry standards and the role of technology in enhancing data efficiency and transparency.

Learn more about CloverDX
Hosted by Matthew Stibbe from Articulate Marketing

]]> In this episode of Behind the Data, Matthew Stibbe interviews Yossi Leon, CTO of FIA Tech, discussing the complexities and innovations in data engineering, particularly in the financial sector. Yossi shares insights on the challenges of normalizing diverse data sources, the importance of real-time data processing, and the development of the Trade Data Network. The conversation highlights the significance of adopting industry standards and the role of technology in enhancing data efficiency and transparency.

Learn more about CloverDX
Hosted by Matthew Stibbe from Articulate Marketing

]]> CloverDX Buzzsprout-17201980 Wed, 21 May 2025 11:00:00 +0100 1797 1 12 full true How data superheroes use data modeling, AI and Snowflake Cortex How data superheroes use data modeling, AI and Snowflake Cortex In this episode of Behind the Data, Matthew Stibbe interviews Keith Belanger, a senior data architect at DataOps.live and host of the podcast Behind the Cape. They discuss the emerging trends in the Snowflake ecosystem, particularly the integration of AI through Cortex AI, and the importance of data modeling in agile environments. Keith emphasizes the need for a strong data culture and strategy to avoid pitfalls in data management and decision-making. The conversation also touches on the challenges of trusting AI in business decisions and the future of data operations within Snowflake.

Learn more about CloverDX
Hosted by Matthew Stibbe from Articulate Marketing

]]> In this episode of Behind the Data, Matthew Stibbe interviews Keith Belanger, a senior data architect at DataOps.live and host of the podcast Behind the Cape. They discuss the emerging trends in the Snowflake ecosystem, particularly the integration of AI through Cortex AI, and the importance of data modeling in agile environments. Keith emphasizes the need for a strong data culture and strategy to avoid pitfalls in data management and decision-making. The conversation also touches on the challenges of trusting AI in business decisions and the future of data operations within Snowflake.

Learn more about CloverDX
Hosted by Matthew Stibbe from Articulate Marketing

]]> CloverDX Buzzsprout-17201824 Wed, 21 May 2025 11:00:00 +0100 1844 Snowflake, AI, Data Modeling, DataOps, Cortex AI, Data Engineering, Trust in AI, Agile Development, Data Strategy, Data Culture 1 11 full true Automating the mundane, liberating the humans Automating the mundane, liberating the humans In this episode of Behind the Data, Matthew Stibbe interviews Nick Liles, IT Manager at CISC Fulfillment Services. They discuss the advanced printing technology used in fulfillment, the importance of high touch fulfillment for nonprofit clients, and the challenges of managing data in fulfillment operations. Nick shares insights on how they implemented Clover DX to automate processes that were previously manual, improving efficiency and data integrity. The conversation highlights the significance of quality control and the transformative impact of automation on the fulfillment industry.

Chapters

00:00 Introduction to CISC Fulfillment Services 

02:53 The Role of Advanced Printing Technology 

06:10 Understanding High Touch Fulfillment 

09:00 Data Management in Fulfillment Operations 

11:57 Automation Challenges and Solutions 

14:55 Implementing Clover DX for Automation 

18:02 Transforming Manual Processes into Automated Workflows 

21:03 Quality Control and Data Integrity 

24:01 Reflections on the Automation Journey

Learn more about CloverDX
Hosted by Matthew Stibbe from Articulate Marketing

]]> In this episode of Behind the Data, Matthew Stibbe interviews Nick Liles, IT Manager at CISC Fulfillment Services. They discuss the advanced printing technology used in fulfillment, the importance of high touch fulfillment for nonprofit clients, and the challenges of managing data in fulfillment operations. Nick shares insights on how they implemented Clover DX to automate processes that were previously manual, improving efficiency and data integrity. The conversation highlights the significance of quality control and the transformative impact of automation on the fulfillment industry.

Chapters

00:00 Introduction to CISC Fulfillment Services 

02:53 The Role of Advanced Printing Technology 

06:10 Understanding High Touch Fulfillment 

09:00 Data Management in Fulfillment Operations 

11:57 Automation Challenges and Solutions 

14:55 Implementing Clover DX for Automation 

18:02 Transforming Manual Processes into Automated Workflows 

21:03 Quality Control and Data Integrity 

24:01 Reflections on the Automation Journey

Learn more about CloverDX
Hosted by Matthew Stibbe from Articulate Marketing

]]> CloverDX Buzzsprout-17049787 Sun, 27 Apr 2025 09:00:00 +0100 1666 1 10 full false The interaction between data, goal selection and rigorous analysis The interaction between data, goal selection and rigorous analysis In this episode of Behind the Data, Matthew Stibbe interviews Will Critchlow, founder and CEO of SearchPilot. They discuss the impact of AI on technology and data, the workings of SearchPilot in optimizing SEO for large websites, and the challenges of understanding Google's algorithms. Will shares insights on choosing the right data for SEO analysis, the importance of statistical validity, and the need for effective data storytelling in business. The conversation emphasizes the evolving landscape of data analytics and the critical role of intellectual humility in decision-making.

Chapters

00:00 Introduction to AI and Data Trends 10:20 Decoding Google's Black Box 21:12 Statistical Validity in Data Analysis 31:13 Improving Data Analysis Techniques 39:34 Key Takeaways for Data Teams

Learn more about CloverDX
Hosted by Matthew Stibbe from Articulate Marketing

]]> In this episode of Behind the Data, Matthew Stibbe interviews Will Critchlow, founder and CEO of SearchPilot. They discuss the impact of AI on technology and data, the workings of SearchPilot in optimizing SEO for large websites, and the challenges of understanding Google's algorithms. Will shares insights on choosing the right data for SEO analysis, the importance of statistical validity, and the need for effective data storytelling in business. The conversation emphasizes the evolving landscape of data analytics and the critical role of intellectual humility in decision-making.

Chapters

00:00 Introduction to AI and Data Trends 10:20 Decoding Google's Black Box 21:12 Statistical Validity in Data Analysis 31:13 Improving Data Analysis Techniques 39:34 Key Takeaways for Data Teams

Learn more about CloverDX
Hosted by Matthew Stibbe from Articulate Marketing

]]> CloverDX Buzzsprout-16401969 Fri, 21 Mar 2025 14:00:00 +0000 2526 1 9 full false Bringing a human perspective to data integration, mapping and AI Bringing a human perspective to data integration, mapping and AI In this episode, Matthew Stibbe interviews Markus Kolic from Sun Life. They dive into the rapidly evolving world of AI and data engineering, exploring both the hype and the hands-on realities within large, established organizations. The conversation begins with a look at the extraordinary possibilities around generative AI, while also acknowledging the current overexcitement and uncertainty. Markus discusses how true, long-term value will come from careful experimentation—often by small, innovative teams—rather than flashy marketing claims.

He then shifts to the challenges of integrating complex legacy systems in enterprise environments. The “Strangler pattern” is highlighted as a practical approach to gradually replace aging infrastructures with modern web-based applications. Markus stresses that success depends on well-structured data models, careful mapping, and documentation that evolves over time. Tools like CloverDX and version control platforms such as GitHub bring agility, transparency, and accountability to data transformations.

Ultimately, the conversation emphasizes that data engineering is about people and understanding their needs. Despite the complexity and chaos of new technologies, the end goal remains delivering meaningful, human-centered information that genuinely improves processes and experiences.

Learn more about CloverDX
Hosted by Matthew Stibbe from Articulate Marketing

]]> In this episode, Matthew Stibbe interviews Markus Kolic from Sun Life. They dive into the rapidly evolving world of AI and data engineering, exploring both the hype and the hands-on realities within large, established organizations. The conversation begins with a look at the extraordinary possibilities around generative AI, while also acknowledging the current overexcitement and uncertainty. Markus discusses how true, long-term value will come from careful experimentation—often by small, innovative teams—rather than flashy marketing claims.

He then shifts to the challenges of integrating complex legacy systems in enterprise environments. The “Strangler pattern” is highlighted as a practical approach to gradually replace aging infrastructures with modern web-based applications. Markus stresses that success depends on well-structured data models, careful mapping, and documentation that evolves over time. Tools like CloverDX and version control platforms such as GitHub bring agility, transparency, and accountability to data transformations.

Ultimately, the conversation emphasizes that data engineering is about people and understanding their needs. Despite the complexity and chaos of new technologies, the end goal remains delivering meaningful, human-centered information that genuinely improves processes and experiences.

Learn more about CloverDX
Hosted by Matthew Stibbe from Articulate Marketing

]]> CloverDX Buzzsprout-16401961 Mon, 20 Jan 2025 16:00:00 +0000 1948 1 8 full false Building a vision and roadmap for data strategy projects Building a vision and roadmap for data strategy projects In this episode of Behind the Data, Matthew Stibbe interviews Alan Moss, Director of Data Strategy at Growth Zone. They discuss the evolving landscape of data storage, the challenges of data wrangling, and the role of Clover DX in managing data effectively. Alan shares his personal journey in the data field, the importance of understanding membership data for associations, and how technology has enabled better insights and reporting. The conversation highlights the significance of adapting to new technologies and the continuous learning required in the data management field.

Learn more about CloverDX
Hosted by Matthew Stibbe from Articulate Marketing

]]> In this episode of Behind the Data, Matthew Stibbe interviews Alan Moss, Director of Data Strategy at Growth Zone. They discuss the evolving landscape of data storage, the challenges of data wrangling, and the role of Clover DX in managing data effectively. Alan shares his personal journey in the data field, the importance of understanding membership data for associations, and how technology has enabled better insights and reporting. The conversation highlights the significance of adapting to new technologies and the continuous learning required in the data management field.

Learn more about CloverDX
Hosted by Matthew Stibbe from Articulate Marketing

]]> CloverDX Buzzsprout-16190789 Thu, 28 Nov 2024 17:00:00 +0000 1419 1 7 full false How rapid prototyping can accelerate complex data projects How rapid prototyping can accelerate complex data projects In this episode of Behind the Data, Matthew Stibbe interviews Michael Lintonen, director of technology at VasoHealthcare. They discuss the exciting growth of open source in data technology, the unique data landscape at VasoHealthcare, and the challenges of communicating complex data insights to non-technical stakeholders. Michael shares insights on a recent project involving GE ultrasound sales, the importance of rapid prototyping with tools like Excel, and the role of CloverDX in managing data workflows. The conversation also touches on the evolving challenges in data integration and offers valuable advice for future data professionals.

Takeaways

  • The growth of open source is reshaping data technology.
  • VasoHealthcare specializes in contract sales for healthcare equipment.
  • Most data at VasoHealthcare comes from external sources, not generated internally.
  • Excel can be a powerful tool for rapid prototyping.
  • It's crucial to keep KPIs focused and manageable.
  • CloverDX provides transparency and modularity in data processes.
  • The data landscape is becoming increasingly complex and challenging.
  • Communication with non-technical stakeholders is a significant hurdle.
  • Failing fast can lead to faster growth and learning.
  • Simplicity in tools is essential for empowering tech teams.

Learn more about CloverDX
Hosted by Matthew Stibbe from Articulate Marketing

]]> In this episode of Behind the Data, Matthew Stibbe interviews Michael Lintonen, director of technology at VasoHealthcare. They discuss the exciting growth of open source in data technology, the unique data landscape at VasoHealthcare, and the challenges of communicating complex data insights to non-technical stakeholders. Michael shares insights on a recent project involving GE ultrasound sales, the importance of rapid prototyping with tools like Excel, and the role of CloverDX in managing data workflows. The conversation also touches on the evolving challenges in data integration and offers valuable advice for future data professionals.

Takeaways

  • The growth of open source is reshaping data technology.
  • VasoHealthcare specializes in contract sales for healthcare equipment.
  • Most data at VasoHealthcare comes from external sources, not generated internally.
  • Excel can be a powerful tool for rapid prototyping.
  • It's crucial to keep KPIs focused and manageable.
  • CloverDX provides transparency and modularity in data processes.
  • The data landscape is becoming increasingly complex and challenging.
  • Communication with non-technical stakeholders is a significant hurdle.
  • Failing fast can lead to faster growth and learning.
  • Simplicity in tools is essential for empowering tech teams.

Learn more about CloverDX
Hosted by Matthew Stibbe from Articulate Marketing

]]> CloverDX Buzzsprout-15875962 Mon, 21 Oct 2024 00:00:00 +0100 1818 1 6 full false The challenges of implementing AI in data systems The challenges of implementing AI in data systems In this episode of Behind the Data, host Matthew Stibbe speaks with Andy Coulson, a cloud architect at Epicor, about the emerging trends in data engineering, particularly the integration of AI and machine learning. They discuss the challenges of implementing AI in data systems, the transformation of Epicore's auto catalog, and the architectural decisions behind it. Andy shares insights on data management, the importance of understanding data volumes, and lessons learned from data integration projects, including the need for foresight in planning.

Takeaways

  • AI and machine learning are transforming data engineering.
  • Prompt engineering is crucial for effective AI integration.
  • Epicore is moving towards a cloud-native architecture.
  • Graph databases offer unique advantages for data relationships.
  • User experience is a key consideration in AI applications.
  • Data normalization is essential for effective data management.
  • Understanding data volumes is critical for performance.
  • Iterative development has its place, but so does rigorous planning.
  • Collaboration with domain experts enhances project success.
  • Foresight in data integration can prevent future challenges.

Learn more about CloverDX
Hosted by Matthew Stibbe from Articulate Marketing

]]> In this episode of Behind the Data, host Matthew Stibbe speaks with Andy Coulson, a cloud architect at Epicor, about the emerging trends in data engineering, particularly the integration of AI and machine learning. They discuss the challenges of implementing AI in data systems, the transformation of Epicore's auto catalog, and the architectural decisions behind it. Andy shares insights on data management, the importance of understanding data volumes, and lessons learned from data integration projects, including the need for foresight in planning.

Takeaways

  • AI and machine learning are transforming data engineering.
  • Prompt engineering is crucial for effective AI integration.
  • Epicore is moving towards a cloud-native architecture.
  • Graph databases offer unique advantages for data relationships.
  • User experience is a key consideration in AI applications.
  • Data normalization is essential for effective data management.
  • Understanding data volumes is critical for performance.
  • Iterative development has its place, but so does rigorous planning.
  • Collaboration with domain experts enhances project success.
  • Foresight in data integration can prevent future challenges.

Learn more about CloverDX
Hosted by Matthew Stibbe from Articulate Marketing

]]> CloverDX Buzzsprout-15875947 Sun, 06 Oct 2024 12:00:00 +0100 2023 1 5 full false The vital importance of data governance The vital importance of data governance In this conversation, James Courtney-Smith, a solutions consultant with Lucid Data Services, discusses current trends in data engineering and technology. He highlights four areas of interest: AI and its potential, the importance of data governance, data security and privacy, and the need for effective data visualization. James also shares his role as the product owner of Market Business Glossary, a centralized resource for accessing data standards and reference data in the insurance industry. He emphasizes the significance of data ownership, stakeholder management, and education in successful data projects.

  • AI is an emerging technology that has the potential to transform various industries, but its true capabilities and impact are still uncertain.
  • Data governance, including security, stewardship, ownership, and data quality, is a crucial aspect of effective data management.
  • Data security and privacy, especially in the context of GDPR and ownership of personal data, are important considerations in the data landscape.
  • Effective data visualization plays a significant role in presenting information and insights to the correct audience.
  • In the insurance industry, having a centralized resource like Market Business Glossary can provide access to data standards and reference data, ensuring consistency and quality in data usage.
  • Successful data projects require a focus on data ownership, stakeholder management, and education to align business needs with technology solutions.


Learn more about CloverDX
Hosted by Matthew Stibbe from Articulate Marketing

]]> In this conversation, James Courtney-Smith, a solutions consultant with Lucid Data Services, discusses current trends in data engineering and technology. He highlights four areas of interest: AI and its potential, the importance of data governance, data security and privacy, and the need for effective data visualization. James also shares his role as the product owner of Market Business Glossary, a centralized resource for accessing data standards and reference data in the insurance industry. He emphasizes the significance of data ownership, stakeholder management, and education in successful data projects.

  • AI is an emerging technology that has the potential to transform various industries, but its true capabilities and impact are still uncertain.
  • Data governance, including security, stewardship, ownership, and data quality, is a crucial aspect of effective data management.
  • Data security and privacy, especially in the context of GDPR and ownership of personal data, are important considerations in the data landscape.
  • Effective data visualization plays a significant role in presenting information and insights to the correct audience.
  • In the insurance industry, having a centralized resource like Market Business Glossary can provide access to data standards and reference data, ensuring consistency and quality in data usage.
  • Successful data projects require a focus on data ownership, stakeholder management, and education to align business needs with technology solutions.


Learn more about CloverDX
Hosted by Matthew Stibbe from Articulate Marketing

]]> Matthew Stibbe Buzzsprout-15327501 Fri, 28 Jun 2024 12:00:00 +0100 1518 data engineering, technology trends, AI, data governance, data security, privacy, data visualization, data standards, reference data, insurance industry, data ownership, stakeholder management 1 4 full false Why data quality is crucial for data integration projects Why data quality is crucial for data integration projects In this episode of Behind the Data, Matthew Stibbe interviews David Howell, Director of IT and Digital Transformation at Chugai Europe. They discuss the exciting developments in the world of data, such as AI and machine learning, and the risks and challenges that data professionals need to be mindful of. David shares insights into Chugai Europe's digital transformation journey, focusing on simplification, efficiency, and automation. They also explore the importance of data quality, naming conventions, and management buy-in. David highlights a specific data integration project using CloverDX and emphasizes the need for the right tools to achieve project goals.

Learn more about CloverDX
Hosted by Matthew Stibbe from Articulate Marketing

]]> In this episode of Behind the Data, Matthew Stibbe interviews David Howell, Director of IT and Digital Transformation at Chugai Europe. They discuss the exciting developments in the world of data, such as AI and machine learning, and the risks and challenges that data professionals need to be mindful of. David shares insights into Chugai Europe's digital transformation journey, focusing on simplification, efficiency, and automation. They also explore the importance of data quality, naming conventions, and management buy-in. David highlights a specific data integration project using CloverDX and emphasizes the need for the right tools to achieve project goals.

Learn more about CloverDX
Hosted by Matthew Stibbe from Articulate Marketing

]]> Matthew Stibbe Buzzsprout-15300681 Mon, 24 Jun 2024 09:00:00 +0100 1614 data, AI, machine learning, digital transformation, Chugai Europe, data quality, data integration, CloverDX 1 1 full false Data literacy, visualisation and the challenges of data integration Data literacy, visualisation and the challenges of data integration Chris Van Doorn, founder of C-Data, discusses the importance of data visualization, data literacy, and the challenges of data integration. He shares insights from a recent project and emphasizes the need for a good understanding of business requirements in data projects.

Key Takeaways

  • Data literacy is essential for both data users and consumers.
  • Understanding business requirements is crucial for successful data projects.
  • Data integration involves understanding the business processes and facilitating them with technology.
  • The role of a business analyst is becoming increasingly important in data projects.

Learn more about CloverDX
Hosted by Matthew Stibbe from Articulate Marketing

]]> Chris Van Doorn, founder of C-Data, discusses the importance of data visualization, data literacy, and the challenges of data integration. He shares insights from a recent project and emphasizes the need for a good understanding of business requirements in data projects.

Key Takeaways

  • Data literacy is essential for both data users and consumers.
  • Understanding business requirements is crucial for successful data projects.
  • Data integration involves understanding the business processes and facilitating them with technology.
  • The role of a business analyst is becoming increasingly important in data projects.

Learn more about CloverDX
Hosted by Matthew Stibbe from Articulate Marketing

]]> Matthew Stibbe Buzzsprout-15212589 Fri, 07 Jun 2024 17:00:00 +0100 1434 data visualization, data literacy, data integration, business requirements, data projects 1 2 full false The human impact of data transformation The human impact of data transformation Todd Schnirel and Jennifer McCalicher from Airline Hydraulics discuss how they use data in their organization and the challenges they've overcome. They cover topics such as data sources, data formats, ERP systems, automation, and the human impact of data transformation.

Key takeaways:

  • How to say 'yes' to the data. Data comes from various sources including suppliers, customers, and sales teams, and arrives in different formats such as text files, raw data, and JSON files and Airline wants to work with suppliers where they are.
  • The use of data integration tools like Clover DX helps in managing and transforming data for e-commerce and inventory management.
  • The human impact of data transformation is significant. It frees employees from manual data entry and allows them to explore new roles and opportunities within the organization.

Learn more about CloverDX
Hosted by Matthew Stibbe from Articulate Marketing

]]> Todd Schnirel and Jennifer McCalicher from Airline Hydraulics discuss how they use data in their organization and the challenges they've overcome. They cover topics such as data sources, data formats, ERP systems, automation, and the human impact of data transformation.

Key takeaways:

  • How to say 'yes' to the data. Data comes from various sources including suppliers, customers, and sales teams, and arrives in different formats such as text files, raw data, and JSON files and Airline wants to work with suppliers where they are.
  • The use of data integration tools like Clover DX helps in managing and transforming data for e-commerce and inventory management.
  • The human impact of data transformation is significant. It frees employees from manual data entry and allows them to explore new roles and opportunities within the organization.

Learn more about CloverDX
Hosted by Matthew Stibbe from Articulate Marketing

]]> Matthew Stibbe Buzzsprout-15212432 Fri, 07 Jun 2024 17:00:00 +0100 1393 data usage, data challenges, ERP systems, automation, data formats, data sources, human impact 1 3 full false