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BlogPosts by Brent Wodicka

Brent Wodicka

Knowledge Systems and Synthetic Data: The Role of Generative AI in Data Augmentation

March 3, 2025

Most modern, business-focused software systems rely on high-quality data to function effectively. As artificial intelligence continues to shape these systems…

Read More about "Knowledge Systems and Synthetic Data: The Role of Generative AI in Data Augmentation"

Brent Wodicka

Content Chunking: A Foundation of Effective AI in Knowledge Work

December 31, 2024

Transforming raw information into content that machines can process effectively is a critical function as unstructured data continues to grow…

Read More about "Content Chunking: A Foundation of Effective AI in Knowledge Work"

Brent Wodicka

RAG (Retrieval Augmented Generation) at Work

December 20, 2024

In this series, we have explored the foundational elements that are driving the transformation of knowledge management through generative AI….

Read More about "RAG (Retrieval Augmented Generation) at Work"

Brent Wodicka

Vector Databases Explained: A Key Tool for Knowledge Management

September 4, 2024

In today’s information-rich workplace, knowledge management is becoming increasingly complex. As organizations create and consume more data than ever before,…

Read More about "Vector Databases Explained: A Key Tool for Knowledge Management"

Brent Wodicka

Embeddings in Action: How AI Understands & Retrieves Knowledge

August 22, 2024

Embeddings have become a foundation of modern generative AI models, transforming how machines understand and generate human language. At their…

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Brent Wodicka

Transformer-Based AI Models: Overview, Inference & the Impact on Knowledge Work

July 3, 2024

In a previous post, we introduced two basic lifecycle phases in artificial intelligence: training and inference. The article highlighted these…

Read More about "Transformer-Based AI Models: Overview, Inference & the Impact on Knowledge Work"

Brent Wodicka

15 Common Patterns & Concepts on Generative AI for Knowledge Management

June 12, 2024

We’ve enjoyed the great privilege of working with clients across industries as they embrace innovation and modernize their businesses with…

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Brent Wodicka

RPA Resources, Guidance, & Documentation: Reflections from Collaborating with Microsoft

March 4, 2022

Microsoft’s RPA (Robotic Process Automation) solution will transform organizations, helping teams realize cost savings and increased productivity. And the beauty…

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Brent Wodicka

Highlights from the Microsoft BUILD 2019 Conference

May 17, 2019

I was fortunate enough to attend the Microsoft BUILD 2019 Conference in Seattle this year – the company’s annual developer…

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Brent Wodicka

A Developer’s Guide to Container Orchestration, Kubernetes, & AKS

March 19, 2019

If you’ve worked in software development or IT for any amount of time, chances are you’ve at least heard about…

Read More about "A Developer’s Guide to Container Orchestration, Kubernetes, & AKS"

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