At the absolute basic level, banks take money in and also send money out. Sort of like saying NASA launches spaceships and then bring them back. You know it’s more complicated than the elementary statement, but you know if you had to learn the more advanced functions of banks and NASA, it would likely be […]
Data + Intelligence
Understanding Clean Rooms: A Comparative Analysis Between Databricks and Snowflake
“Clean rooms” have emerged as a pivotal data sharing innovation with both Databricks and Snowflake providing enterprise alternatives. Clean rooms are secure environments designed to allow multiple parties to collaborate on data analysis without exposing sensitive details of data. They serve as a sandbox where participants can perform computations on shared datasets while keeping raw […]
Revisiting Semantic Layers: Lessons from Their Rise and Return
For most of my data-focused career, I’ve been dealing with semantic layers one way or another. Either because the tool I was using to present data required it explicitly, or because the solution itself needed data to have relationships defined to make sense and be better organized. With the recent focus and hype on AI-infused […]
Intelligent Automation in Healthcare, Part 1: Bridging the Gap
Faced with rising patient volumes, care complexity, and financial and labor pressures, healthcare organizations are looking at new ways to deliver better outcomes more efficiently. Intelligent automation (IA) has emerged as a powerful solution for achieving operational excellence and enhancing decision-making. This is the first installment of our Intelligent Automation in Healthcare blog series, where […]
Transforming Your Data Strategy with Databricks Apps: A New Frontier
I’ve been coding in notebooks for so long, I forgot how much I missed a nice, deployed application. I also didn’t realize how this was limiting my solution space. Then I started working with Databricks Apps. Databricks Apps are designed to extend the functionality of the Databricks platform, providing users with enriched features and capabilities […]
Exploring the Free Edition of Databricks: A Risk-Free Approach to Enterprise AI
Databricks announced a full, free version of the platform at the Data and AI Summit. While the Free Edition is targeted to students and hobbyists, I also see opportunities where enterprise architects can effectively evangelize Databricks without going through Procurement for a license. Choosing the right platform to manage, analyze, and extract insights from massive […]
Exploring Lakebase: Databricks’ Next-Gen AI-Native OLTP Database
Lakebase is Databricks‘ OLTP database and the latest member of its ML/AI offering. Databricks has incorporated various components to support its AI platform, including data components. The Feature Store has been available for some time as a governed, centralized repository that manages machine learning features throughout their lifecycle. Mosaic AI Vector Search is a vector […]
Lakeflow: Revolutionizing SCD2 Pipelines with Change Data Capture (CDC)
Several breakthrough announcements emerged at DAIS 2025, but the Lakeflow updates around building robust pipelines had the most immediate impact on my current code. Specifically, I can now see a clear path to persisting SCD2 (Slowly Changing Dimension Type 2) tables in the silver layer from mutable data sources. If this sentence resonates with you, […]
Unleashing the Power of AI Functions in Databricks SQL
By providing AI functions for SQL analysts, Databricks continues to integrate data, ML, and AI across its platform. AI Functions in Databricks SQL are pre-built, easy-to-use functions that incorporate machine learning models into SQL queries. These functions enable data analysts and engineers to leverage AI capabilities without the need for extensive machine learning expertise. By […]
Building Smarter APIs with OpenAPI, AWS Bedrock & SageMaker Studio in Drupal 10
As AI continues to reshape how we build digital experiences, combining cloud-based AI services with modern CMS platforms like Drupal is becoming the new normal. Whether you’re looking to power up content generation, provide smart recommendations, or summarize long-form text — this blog walks you through using OpenAPI, AWS Bedrock, and Amazon SageMaker Studio in […]
An Introduction to PAPSS – Pan African Payment and Settlement System
In existence since just July of 2019, the Pan African Payment and Settlement System (PAPSS) has in many ways surpassed the payment and settlement process of the western banking world. PAPSS enables the efficient flow of money securely across African borders to minimize risk and thereby contributing to financial integration of the African continent. PAPSS […]
Microsoft Copilot for Power Platform
Introduction to Copilot for Power Platform Microsoft Copilot is a revolutionary AI-powered tool for Power Platform, designed to streamline the development process and enhance the intelligence of your applications. This learning path will take you through the fundamentals of Copilot and its integration with Power Apps, Power Automate, Power Virtual Agents, and AI Builder. Copilot […]