Section

Data & Automation

Insights into data analytics, automation technologies, and their applications.

Apple's Ascend.io Deal Reveals an Acquihire Aimed at Enterprise-Grade Data Engineering

Apple has acquired the talent and intellectual property of data engineering firm Ascend.io in an acquihire deal focused on enhancing its internal data infrastructure and AI capabilities. The transaction, disclosed due to the Digital Markets Act, signals a strategic move to bolster backend operations rather than launch a new consumer product.

Helena Strauss· Oct 31· 4 min read

Analysis & Trends

Warehouse-Native or All-in-One? How to Pick the Right AI Data Analysis Platform for Your Stack

Helena Strauss · Oct 23

Five Considerations That Decide Whether Enterprise AI Workflow Automation Scales or Stalls

Helena Strauss · Oct 17

What End-to-End AI Research Automation Actually Means: Inside "The AI Scientist" and the Closed-Loop Future of Science

Helena Strauss · Oct 14

Top 7 Data Analytics Tools for Business Leaders in 2026

Helena Strauss · Sep 7

Top 11 Data Governance Best Practices for AI Implementation Success

Helena Strauss · Aug 31

Enterprise AI Automation Adoption Soars, But Governance Maturity Lags

Helena Strauss · Sep 17

Explainers

Data Lakehouse Architecture Explained: How One Platform Unifies Data Lakes and Warehouses

Helena Strauss · Nov 8

Data Mesh for Enterprise AI: The Four Principles and How to Tell If Your Organization Is a Candidate

Helena Strauss · Nov 6

Incident Response Automation: How Machine-Speed Playbooks Change the Security Operations Equation

Helena Strauss · Oct 31

How Automated Root Cause Analysis Works: A Four-Stage Pipeline From Telemetry to Diagnosis

Helena Strauss · Oct 29

Inside a Data Observability Platform: The Four Phases That Turn Telemetry Into Trust

Helena Strauss · Oct 26

Synthetic Data for Machine Learning: How Statistical Models, VAEs and GANs Tackle Privacy and Scarcity

Helena Strauss · Oct 22