Latest updates for Data Architecture

Fresh curated links around data architecture are collected here so marketers can spot useful updates and turn timely ideas into posts faster.

Recent items include:

  • The Big Data Architecture Blueprint: Core Storage, Integration, and Governance Patterns
  • Advancing data strategy with people-first architecture
  • What is data pipeline architecture?

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Fresh articles and ideas

Recent curated links from global sources. Generate one free draft from any story, then use SocialBu to schedule and refine your content calendar.

dzone.com /1 month ago

The Big Data Architecture Blueprint: Core Storage, Integration, and Governance Patterns

Building scalable data systems often feels like navigating an endless sea of shifting paradigms. Engineers and architects are constantly forced to choose between centralizing data...

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rooferscoffeeshop.com /1 month ago

Advancing data strategy with people-first architecture

advancing-data-strategy-with-people-first-architecture

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databricks.com /4 weeks ago

What is data pipeline architecture?

Data pipeline architecture is the end-to-end design of how data is collected, processed,...

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simplilearn.com /3 weeks ago

Who Is a Data Architect? Role, Responsibilities, Skills, and More | Simplilearn

Data - the four-letter word is a tremendous force that drives modern-day businesses. There isn't a single organization today that doesn't attempt to harness the power of data to fi...

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dzone.com /1 month ago

Is the Data Warehouse Dead? 3 Patterns From Enterprise Architecture That Answer This Question

Architectural Debate There is a classic debate that data architects often have among themselves: how to fit a traditional data warehouse on a data lake or enterprise data platform....

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databricks.com /3 weeks ago

Data Pipeline Best Practices: Architecture, Modern Pipelines, and Deployment

Purpose and Core ComponentsA data pipeline is the automated system that moves raw data from source systems...

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dzone.com /1 month ago

Architecting Petabyte-Scale Hyperspectral Pipelines on AWS

The Data Challenge Every industry has its version of the same data engineering problem: massive, complex payloads generated at the edge — far from the cloud, often on unreliable ne...

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aws.amazon.com /1 week ago

Deploy modern data platforms in minutes with MDAA

In this post, we explore how MDAA transforms data architecture development from months of manual coding to production-ready deployment through configuration-driven infrastructure a...

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aws.amazon.com /2 days ago

Multi-cloud lakehouse architecture on AWS for Agentic AI, Part 1: Architecture and best practices

This post focuses on explaining the architecture approach to build the open lakehouse architecture on AWS, unifying the metadata catalog across providers for the AI agents to acces...

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databricks.com /4 weeks ago

Data Warehouse Types: A Complete Guide to Architectures and Use Cases

A data warehouse is a centralized repository that collects, organizes, and stores...

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sdtimes.com /3 weeks ago

We Had a Perfectly Good Data Store. That Was the Problem.

Nobody files a ticket that says “our architecture has an abstraction problem.” They file tickets saying the data is wrong, or missing, or late. So engineering spends two weeks chas...

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dzone.com /3 weeks ago

5 Warning Signs Your Data Architecture Needs a Redesign (Before It Falls Apart)

Most data architectures don't fail all of a sudden. They clearly show warning signs for months, or sometimes years, before anyone takes action. By that time, the damage is already...

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thejournal.com /2 weeks ago

Report: AI Impact Starts Relies on Strong Data Foundation

High-impact AI implementations are more likely to treat data architecture, governance, and operationalization as strategic requirements, according to the 2026 Blueprint report from...

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vmblog.com /4 weeks ago

Everpure Unveils Data-Primacy Architecture for the AI Era

New Everpure Data Intelligence enables discovery, context, and governance at the source—turning fragmented enterprise data into an automated, AI-ready foundation.

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databricks.com /1 month ago

Enterprise Data Strategy Roadmap for Business Outcomes

An enterprise data strategy is the organizational blueprint that connects data assets to specific business outcomes...

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aws.amazon.com /1 week ago

How BigBasket uses the Iceberg based lakehouse architecture on AWS to power lightning-fast grocery delivery across India

In this post, we demonstrate how BigBasket implemented the lakehouse architecture on AWS, including their architecture decisions, implementation approach, and the measurable busine...

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medium.com /2 weeks ago

Understanding Software Architecture: The Blueprint Behind Every Great System

Before you build anything serious, you need to understand how it is structured. This is the thinking behind every great system ever built.Continue reading on Medium »

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salesforce.com /1 month ago

Drive Architectural Alignment with Salesforce Reference Diagrams

Learn about the refreshed Salesforce Reference Diagrams and how they help architects communicate architectural decisions more effectively.

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snowflake.com /4 weeks ago

Snowflake Well-Architected Framework: Build for the AI Era

Assess and optimize your Snowflake environment with the Well-Architected Framework: five pillars, automated CoCo assessments and Blueprint Manager guidance.

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finextra.com /1 week ago

Enterprise Architecture Is Not a PowerPoint Exercise (Igor Kostyuchenok)

Every large bank has an enterprise architecture team. Most of them produce diagrams that bear no res...

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dzone.com /1 month ago

Operationalizing Enterprise AI at Scale: Architecture, Governance, and Adoption

Most enterprise AI initiatives stall after the proof of concept because the operational foundation around them is not ready. That failure rarely comes from a single problem. It com...

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news.sap.com /1 month ago

SAP’s AI-Native North Star Architecture: Technical Backbone of the Autonomous Enterprise

Data was the moat of the last decade; context is the moat of the next.

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salesforce.com /3 weeks ago

5 Salesforce Architecture Resources Every CTA Candidate Should Use

Salesforce Architecture Program resources can sharpen your reasoning, deepen your product knowledge, and prepare you for the Certified Technical Architect (CTA) Review Board. Learn...

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venturebeat.com /1 month ago

Architectural patterns for graph-enhanced RAG: Moving beyond vector search in production

Retrieval-augmented generation (RAG) has become the de facto standard for grounding large language models (LLMs) in private data. The standard architecture — chunking documents, em...

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