Kevin Petrie

Decoding Data Software

Innovative new data processing, management and analytics software arises all the time. This blog examines the workings, opportunities and implications of these new technologies to help practitioners maintain a steep learning curve and deliver more value faster to their organizations.

Blog - Decoding Data Software

Balancing Act: Five Principles to Optimize Hybrid Cloud Environments

ABSTRACT: This blog offers five guiding principles to help CIOs, CDOs, and team leaders optimize hybrid data environments.

Kevin Petrie

April 28, 2025

Blog - Decoding Data Software

Streaming Data Governance: Three Must-Have Requirements to Support AI/ML Innovation

Apr 09, 2025 This blog defines the governance requirements that streaming data pipelines must meet to make artificial intelligence/machine learning (AI/ML)...

Kevin Petrie

April 09, 2025

Blog - Decoding Data Software

Cloud, On Prem, Hybrid, Oh My! Where AI Adopters Host their Projects and Why

Apr 03, 2025 This blog, the second in a series, explores the mix of infrastructure types that support modern AI.

Kevin Petrie

April 03, 2025

Blog - Decoding Data Software

Are You Cloud Bound? The Case for Migration, Repatriation or Keeping Your Analytics Projects On Premises

Mar 24, 2025 As cloud adoption accelerates, not all analytics workloads are heading in the same direction. This blog explores three strategic options for data and IT...

Kevin Petrie

March 24, 2025

Blog - Decoding Data Software

Ultimate Guide to Streaming Data Pipelines: Six Criteria to Evaluate and Select the Right Tool

Mar 05, 2025 This blog, the second in a series, recommends six criteria to help data leaders evaluate tools for managing streaming data pipelines.

Kevin Petrie

March 05, 2025

Blog - Decoding Data Software

Why and How Streaming Data Drives the Success of Generative AI

Feb 18, 2025 This blog defines streaming data, explains why companies need it, and explores how streaming data pipelines feed multi-faceted GenAI applications.

Kevin Petrie

February 18, 2025

Blog - Decoding Data Software

Analytics and AI for SAP Environments: Build a Unified Data Foundation to Drive Advanced Use Cases

Jan 15, 2025 This blog covers integrating SAP and third-party systems to build a unified data foundation for analytics and AI in conversational use cases.

Kevin Petrie

January 15, 2025

Blog - Decoding Data Software

Build or Buy RAG? Four Questions to Guide Your Approach to Retrieval Augmented Generation for GenAI

Jan 06, 2025 This blog recommends four questions to help data and AI leaders compare homegrown and commercial options for retrieval augmented generation.

Kevin Petrie

January 06, 2025

Blog - Decoding Data Software

Refining the Right Fuel: How Data Integration Drives the AI/ML Model Lifecycle

Sep 04, 2024 Data teams must filter, blend, and refine raw data inputs to create the high-octane fuel that drives innovation with artificial intelligence and machine...

Kevin Petrie

September 04, 2024

Blog - Decoding Data Software

Multi-Style Data Integration for AI/ML: Three Use Cases

Aug 26, 2024 This blog describes the need for data teams to establish a flexible yet well-governed data architecture to support dynamic AI/ML projects.

Kevin Petrie

August 26, 2024

Blog - Decoding Data Software

Modernizing Analytics with Conversational Query Tools: Five Must Have Characteristics

Aug 06, 2024 Explore the essential characteristics to choose the right conversational query tool for your needs and environment.

Kevin Petrie

August 06, 2024

Blog - Decoding Data Software

AI/ML Innovation Requires a Flexible Yet Governed Data Architecture

Jul 10, 2024 Data analytics is a balance of flexibility for innovation and governance to control risks. This blog discusses its implications for artificial...

Kevin Petrie

July 10, 2024

Blog - Decoding Data Software

DataOps for Generative AI Data Pipelines, Part III: Team Collaboration

May 17, 2024 Explore the reasons for data engineers to collaborate with data scientists, machine learning (ML) engineers, and developers on DataOps initiatives that...

Kevin Petrie

May 17, 2024

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