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          Futuristic data engineering workspace featuring a dark-themed interface with Databricks visuals, AI brain diagram, SQL code editor, and data dashboards—illustrating innovation ahead of the Databricks (Data + AI) Summit 2025.

          Anticipating Databricks Data + AI Summit 2025: What Data Engineers Should Watch For

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          Futuristic digital illustration of data modernization featuring neon blue icons on a dark grid background. The landscape image includes a glowing database, an upload-to-cloud symbol, a computer monitor with a line graph, and a gear with a brain, representing AI. The central text reads “DATA MODERNIZATION,” visually linking the components in a connected data ecosystem.

          What Is Data Modernization?

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          Futuristic illustration of a data engineer working on a glowing laptop, surrounded by holographic projections of AI, data warehousing, and analytics icons — reflecting themes from Snowflake Summit 2025.

          Anticipating Snowflake Summit 2025: What Data Engineers Should Watch For

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          Futuristic data engineering workspace featuring a dark-themed interface with Databricks visuals, AI brain diagram, SQL code editor, and data dashboards—illustrating innovation ahead of the Databricks (Data + AI) Summit 2025.

          Anticipating Databricks Data + AI Summit 2025: What Data Engineers Should Watch For

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          ProCogia serves decision-makers with impactful insights, and drive long-term value for stakeholders.

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          A futuristic digital illustration depicting cloud storage cost optimization. The image features an Azure cloud with data storage icons, including Delta Lake and Databricks, surrounded by digital storage elements. A visual representation of storage reduction from 40TB to 500GB highlights cloud efficiency and cost savings. The blue and white color scheme symbolizes modern data engineering and cloud computing.

          How ProCogia Reduced Azure Storage Costs by 95% for a Marine & Logistics Client

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          A futuristic ship navigating a digital ocean of binary code and cloud structures, symbolizing cloud transformations in the marine industry. In the foreground, developers interact with holographic screens displaying unit testing, code coverage graphs, and automation workflows. The Azure DevOps logo subtly blends into the background clouds, emphasizing the transition to cloud-based development.

          Ensuring Code Quality in Cloud Transformations: A Marine Industry Case Study

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          A futuristic data analytics workspace with multiple monitors displaying abstract data visualizations, Redshift database insights, and counterfeit detection tracking. A data analyst is working on a complex query with legal documents open beside them. A large digital map of the USA highlights a specific state under review. Holographic screens showcase shipment timelines and vendor details, emphasizing cybersecurity and data accuracy.

          Counterfeit Detection and Legal Compliance: Optimizing Data Analytics with Redshift

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          A futuristic digital illustration depicting cloud storage cost optimization. The image features an Azure cloud with data storage icons, including Delta Lake and Databricks, surrounded by digital storage elements. A visual representation of storage reduction from 40TB to 500GB highlights cloud efficiency and cost savings. The blue and white color scheme symbolizes modern data engineering and cloud computing.

          How ProCogia Reduced Azure Storage Costs by 95% for a Marine & Logistics Client

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  • Capabilities
        • Data Engineering

          Data Pipeline Development

          Data Warehousing Solutions

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          Compliance & Data Security

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          Machine Learning / Modeling

          DataOps and MLOps

          AI Governance/Responsible AI

          Data Analysis

          Open Source Development

          Business intelligence & Dashboarding

          Bioinformatics Solutions

          Validated Environment Solutions

          Data Consultancy

          Data & Cloud Strategy

          Code Migrations Services

          Data Governance

          Data Architecture

          Featured Solutions

          SentimentIQ

          Read More
          Using system InfoIQ AI Chatbot in computer or mobile application to uses artificial intelligence chatbots automatically respond online messages intelligent service to help customers

          InfoIQ

          Read More

          QueryIQ

          Read More
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          Take a deeper dive

          Futuristic data engineering workspace featuring a dark-themed interface with Databricks visuals, AI brain diagram, SQL code editor, and data dashboards—illustrating innovation ahead of the Databricks (Data + AI) Summit 2025.

          Anticipating Databricks Data + AI Summit 2025: What Data Engineers Should Watch For

          Learn More
          Futuristic digital illustration of data modernization featuring neon blue icons on a dark grid background. The landscape image includes a glowing database, an upload-to-cloud symbol, a computer monitor with a line graph, and a gear with a brain, representing AI. The central text reads “DATA MODERNIZATION,” visually linking the components in a connected data ecosystem.

          What Is Data Modernization?

          Learn More
          Futuristic illustration of a data engineer working on a glowing laptop, surrounded by holographic projections of AI, data warehousing, and analytics icons — reflecting themes from Snowflake Summit 2025.

          Anticipating Snowflake Summit 2025: What Data Engineers Should Watch For

          Learn More
          Futuristic data engineering workspace featuring a dark-themed interface with Databricks visuals, AI brain diagram, SQL code editor, and data dashboards—illustrating innovation ahead of the Databricks (Data + AI) Summit 2025.

          Anticipating Databricks Data + AI Summit 2025: What Data Engineers Should Watch For

          Learn More
  • Working with Us
        • About Us

          Purpose, Mission, Vision, Values

          ProCogia serves decision-makers with impactful insights, and drive long-term value for stakeholders.

          Our Approach

          ProCogia offers complete data and AI solutions to enhance organizations at every stage of their data journey.

          Communities We Support

          ProCogia is deeply committed to supporting the data science community, particularly through promoting and contributing to open-source initiatives.

          News & Announcements

          Careers

          Partners

          AWS

          Snowflake

          Microsoft

          Posit

          Incorta

          Industries

          Life Sciences

          Financial Services

          Tech, Telcom, & Media

          Manufacturing & Logistics

          CPG & Retail

          Customer Examples

          A futuristic digital illustration depicting cloud storage cost optimization. The image features an Azure cloud with data storage icons, including Delta Lake and Databricks, surrounded by digital storage elements. A visual representation of storage reduction from 40TB to 500GB highlights cloud efficiency and cost savings. The blue and white color scheme symbolizes modern data engineering and cloud computing.

          How ProCogia Reduced Azure Storage Costs by 95% for a Marine & Logistics Client

          Read More
          A futuristic ship navigating a digital ocean of binary code and cloud structures, symbolizing cloud transformations in the marine industry. In the foreground, developers interact with holographic screens displaying unit testing, code coverage graphs, and automation workflows. The Azure DevOps logo subtly blends into the background clouds, emphasizing the transition to cloud-based development.

          Ensuring Code Quality in Cloud Transformations: A Marine Industry Case Study

          Read More
          A futuristic data analytics workspace with multiple monitors displaying abstract data visualizations, Redshift database insights, and counterfeit detection tracking. A data analyst is working on a complex query with legal documents open beside them. A large digital map of the USA highlights a specific state under review. Holographic screens showcase shipment timelines and vendor details, emphasizing cybersecurity and data accuracy.

          Counterfeit Detection and Legal Compliance: Optimizing Data Analytics with Redshift

          Read More
          A futuristic digital illustration depicting cloud storage cost optimization. The image features an Azure cloud with data storage icons, including Delta Lake and Databricks, surrounded by digital storage elements. A visual representation of storage reduction from 40TB to 500GB highlights cloud efficiency and cost savings. The blue and white color scheme symbolizes modern data engineering and cloud computing.

          How ProCogia Reduced Azure Storage Costs by 95% for a Marine & Logistics Client

          Read More
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Stories, insights, and advices that will help to leverage data for your business is critical in today’s fast-paced technology environment.

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Illustration of the transition from SAS to R in clinical research, showing a contrast between outdated data systems and a modern R-based workflow with digital tools. Visual metaphor for CDISC-compliant clinical trial analysis using R packages like admiral, xportr, and sdtm.oak.

Transitioning Clinical Research from SAS to R: An Introduction to the Pharmaverse Ecosystem

Introduction Our team specializes in migrating companies from SAS to open source alternatives such as R. We have successfully transitioned

Futuristic digital workspace illustrating SAS to Python Migration: Benefits & Insights. A glowing data pipeline flows from a SAS interface to a dynamic Python environment, symbolizing innovation and modernization. A business professional observes the transformation, surrounded by data analytics icons representing machine learning, cloud computing, and visualization charts.

SAS to Python Migration: Benefits & Insights

Why Migrate from SAS to Python? SAS and Python are both widely used in data analytics, but as technology evolves,

A bright, clean laboratory setting featuring a laptop with the Variant Visualization R Shiny App interface. The screen displays genomic data visualizations, including a scatter plot and histogram. Surrounding the laptop are scientific elements like a DNA model, charts, and glowing accents, highlighting innovation and interactivity in genomic research.

Exploring Genetic Variants: A Deep Dive into the Variant Visualization R Shiny App

Introduction Each year, Posit solicits entries for a Shiny Contest where the world’s top Shiny developers submit their applications for

Visual representation of SAS to Python migration, showing a symbolic path leading from SAS to Python with icons representing cost reduction, collaboration, and technology integration. The image features abstract data graphs, gears, and code snippets, emphasizing innovation, efficiency, and the benefits of transitioning from SAS to Python in the tech industry.

SAS to Python Migration: A Strategic Journey

Introduction SAS migration has become a growing topic of interest recently. We’ve already discussed this subject in a few blogs

A modern, sleek illustration showing a laptop with R programming code, surrounded by icons of fruits, vegetables, and grains, along with data charts representing dietary science. The image reflects themes of reproducibility, standardization, and accessibility in scientific research, specifically related to dietary indexes, as discussed in the blog post 'Dietaryindex: A Case Study in Improving Reproducibility, Standardization and Access in Research and Beyond.

Dietaryindex: A Case Study in Improving Reproducibility, Standardization and Access in Research and Beyond 

Introduction  Last year, I conducted validation work for dietaryindex, a comprehensive, easy-to-use, and highly versatile R package that was created

A vibrant conference scene at Posit Conf 2024 with a modern hall filled with attendees. ProCogia's booth is visible, with professionals engaging in discussions. In the foreground, a speaker is giving a presentation at a podium, while a group of attendees listens attentively. The environment is professional, innovative, and collaborative, with a focus on open-source technology and data science.

Posit Conf 2024 Retrospective

Introduction I returned from Posit Conf 2024 and wanted to reflect on the experience. ProCogia had a really good showing

A modern split-screen illustration comparing the SAS DATA Step with R programming. The left side represents SAS with a clean, minimalist data table and streamlined icons for the SAS DATA Step process. The right side showcases the R environment with dynamic, abstract shapes and interconnected data structures like vectors, matrices, and data frames. The background features a smooth gradient transitioning between the two environments, using vibrant colors to highlight the contrast between traditional SAS DATA workflows and the flexible, innovative approach of R programming.

Master the Transition from SAS to R: Understanding the SAS DATA Step

Introduction I spent most of my career as a lonely R programmer in a SAS group that was perpetually failing

A wide-angle view of a sleek digital workspace with several monitors showing different software interfaces. The main screen highlights the Positron IDE with code in SAS, R, and Python, while another screen showcases the integration of the Altair SAS Language Compiler (SLC) in a VS Code-like environment. The setup emphasizes seamless tool integration in a data science workflow.

Positron and Altair SLC

Introduction In an earlier post I argued that SAS is a major tool utilized by the data science community, especially

A professional blog image with a split design. The left side represents SAS programming with elements like code snippets, the SAS logo, and macro variables. The right side represents R programming with R code snippets, the R logo, and elements like functions and the tidyverse package. In the center, a symbolic transition or bridge between SAS and R. The style is modern and sleek, with a dark theme and neon highlights, giving it a tech-savvy and sophisticated look.

From SAS Macros to R Functions: A Seamless Transition for Efficient Programming

Introduction My team specializes in SAS to R migrations. SAS is an established company that offers a wide variety of

Digital representation of the ideal IDE for data science, titled 'The best IDE for data science still needs to be built'. The image illustrates a high-tech interface with screens displaying integrated code environments for SAS, R, and Python. Each screen shows unique code snippets and data visualizations, emphasizing a seamless multilingual workflow. A digital world map in the background symbolizes global collaboration in data science.

The Best IDE for Data Science Still Needs to be Built

Introduction Data science involves many programming languages and each comes with its preferred integrated development environment (IDE). I know this

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Futuristic data engineering workspace featuring a dark-themed interface with Databricks visuals, AI brain diagram, SQL code editor, and data dashboards—illustrating innovation ahead of the Databricks (Data + AI) Summit 2025.

Anticipating Databricks Data + AI Summit 2025: What Data Engineers Should Watch For

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