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
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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