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

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          Futuristic digital artwork representing Artificial General Intelligence (AGI), featuring a glowing geometric human head, neural network icons, a data flowchart, and an upward-trending graph — visualizing the concept of ARC-AGI and machine reasoning advancements.

          ARC-AGI: How Close Are We to Artificial General Intelligence?

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          Futuristic digital illustration showing professionals developing a Generative AI strategy, with a glowing wireframe brain, holographic AI icons, and cityscape in the background—symbolizing enterprise AI adoption and innovation.

          How to Build an Effective Generative AI Strategy

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          Futuristic digital illustration featuring the title ‘Is Your Data Ready for AI? 7 Questions Every CEO Should Be Asking Their Team’ with a glowing blue AI brain at the center, connected to data icons, and a silhouetted CEO figure in an orange suit looking toward it — symbolizing executive focus on AI readiness and data strategy.

          Is Your Data Ready for AI?  7 Questions Every CEO Should Be Asking Their Team

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          Futuristic digital artwork representing Artificial General Intelligence (AGI), featuring a glowing geometric human head, neural network icons, a data flowchart, and an upward-trending graph — visualizing the concept of ARC-AGI and machine reasoning advancements.

          ARC-AGI: How Close Are We to Artificial General Intelligence?

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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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          Machine Learning / Modeling

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          Code Migrations Services

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          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 digital artwork representing Artificial General Intelligence (AGI), featuring a glowing geometric human head, neural network icons, a data flowchart, and an upward-trending graph — visualizing the concept of ARC-AGI and machine reasoning advancements.

          ARC-AGI: How Close Are We to Artificial General Intelligence?

          Learn More
          Futuristic digital illustration showing professionals developing a Generative AI strategy, with a glowing wireframe brain, holographic AI icons, and cityscape in the background—symbolizing enterprise AI adoption and innovation.

          How to Build an Effective Generative AI Strategy

          Learn More
          Futuristic digital illustration featuring the title ‘Is Your Data Ready for AI? 7 Questions Every CEO Should Be Asking Their Team’ with a glowing blue AI brain at the center, connected to data icons, and a silhouetted CEO figure in an orange suit looking toward it — symbolizing executive focus on AI readiness and data strategy.

          Is Your Data Ready for AI?  7 Questions Every CEO Should Be Asking Their Team

          Learn More
          Futuristic digital artwork representing Artificial General Intelligence (AGI), featuring a glowing geometric human head, neural network icons, a data flowchart, and an upward-trending graph — visualizing the concept of ARC-AGI and machine reasoning advancements.

          ARC-AGI: How Close Are We to Artificial General Intelligence?

          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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Data Science

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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Futuristic digital artwork representing Artificial General Intelligence (AGI), featuring a glowing geometric human head, neural network icons, a data flowchart, and an upward-trending graph — visualizing the concept of ARC-AGI and machine reasoning advancements.

ARC-AGI: How Close Are We to Artificial General Intelligence?

Introduction The pursuit of Artificial General Intelligence (AGI) and forecasts of when it might be achieved have been of perennial

“Illustration of a futuristic healthcare chatbot powered by artificial intelligence, surrounded by medical icons such as stethoscopes, DNA strands, and heart monitors, with digital neural network elements in the background. Represents MediSeek: Fine-Tuning DeepSeek for Medical AI Chatbots using data science solutions and machine learning.

MediSeek: Fine-Tuning DeepSeek for Medical AI Chatbots

Introduction In the evolving landscape of data science solutions for healthcare, fine-tuning Large Language Models (LLMs) has emerged as a

Team of professionals planning AI implementation with LLMs, using holographic data interfaces and futuristic visuals, representing strategic data science consultancy and project execution.

Ensuring Success with LLMs: Key Considerations for AI Implementation

Introduction Successful projects need to be planned, and they need a way to be measured. If you want yours to

Data scientist selecting precise data points from a digital dataset in front of a neural network interface, representing data optimization and fine-tuning in large language models (LLMs). Visual elements include AI charts and structured data, symbolizing data science consulting services and machine learning.

The Art of the Sample: Improving LLM Performance Through Intelligent Data Selection

Introduction “Data scientists will be replaced by AI” has become a common refrain over the past two years as Large

A futuristic illustration showcasing the Hybrid Graph RAG architecture. The design features a glowing knowledge graph with interconnected nodes and edges alongside structured text blocks symbolizing a vector database. An overlay of a large language model (LLM) symbol connects the two elements, emphasizing integration. The background features sleek, circuit-like patterns, representing advanced AI technology.

RAG Using Knowledge Graph: Mastering Advanced Techniques – Part 2

Introduction In the rapidly evolving landscape of artificial intelligence and natural language processing, Retrieval-Augmented Generation (RAG) has emerged as a

A futuristic 3D-style graph illustrating model performance with glowing, overlapping probability curves in neon colors (blue, green, orange) on a dark background. Subtle tech-inspired elements like circuit patterns and abstract data points enhance the high-tech theme, symbolizing uncertainty and performance limitations in data classification.

Quantifying Uncertainty in Discrete Classes to Understand Model Performance Limits

Recap of Uncertainty in Discrete Classes In my previous blog post, I described basic uncertainty handling and how some relatively

Understanding Model Performance in the Face of Uncertainty A male data scientist in his 30s with short dark hair and glasses sits at a computer. The computer screen displays fluctuating graphs and abstract data. Surrounding him are hazy, abstract shapes, gradient lines, and floating question marks, symbolizing uncertainty in data measurement. In the background, swirling mathematical symbols and merging shapes represent difficult-to-define categories in machine learning models.

Understanding Model Performance in the Face of Uncertainty

Introduction As a data scientist, I’ve tackled projects in diverse fields from biomedical science to search engineanalysis. These projects often

Infographic representation of the blog 'InfoIQ: A Taste of Simplicity.' The image shows a sleek, modern web interface with a chatbot icon in the bottom right corner. The design illustrates a digital librarian concept, where the chatbot organizes website content like wikis, blogs, FAQs, and documents into structured data. The background features an abstract futuristic kitchen with a chef preparing ingredients, symbolizing the AI-powered solution, visually reflecting simplicity, efficiency, and intuitive user interaction.

InfoIQ: A Taste of Simplicity

Introduction to the Problem Recently, I’ve been working on improving my cooking skills. If you’ve searched online for recipes, you’ve

SAS to R Translator Leveraging the power of Generative AI in Code Migration. A futuristic office setting with data scientists working at computers. One computer screen displays lines of SAS code being automatically translated into R code by an AI tool. Symbols of AI, automation, and efficiency, such as gears, circuits, and speed lines, are integrated into the scene. The atmosphere is modern and innovative, emphasizing the seamless transition and the power of technology in code migration.

SAS to R Translator: Leveraging the Power of Generative AI in Code Migration

Introduction Imagine a world where the daunting task of migrating vast batches of Base SAS code to R is no

The illustration depicts SentimentIQ's data analysis process in three sections. The first section represents the Zeroshot Model, showing a machine categorizing diverse data sources like social media comments, customer reviews, and survey responses into topics with confidence scores. The second section illustrates the Outlier Model, with a machine detecting anomalies and new topics using clustering techniques. The third section shows the Sentiment Model, where a machine analyzes the emotional tone of the data, indicating positive, negative, or neutral sentiments with intensity scores. The background has a futuristic tech vibe, with data streams and digital elements, and the entire image has a blur effect applied.

SentimentIQ: From Data Mess to Clear Business Insights

Introduction In the age of information, businesses are overwhelmed with data from countless sources. However, not all this data is

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Futuristic digital artwork representing Artificial General Intelligence (AGI), featuring a glowing geometric human head, neural network icons, a data flowchart, and an upward-trending graph — visualizing the concept of ARC-AGI and machine reasoning advancements.

ARC-AGI: How Close Are We to Artificial General Intelligence?

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