Industrial Leaders Turn Unified Data Pipelines Into A Scalable AI Advantage Across Plants

Jan Hoscan, VP and Head of Industrial at Everpure, argues that industrial AI succeeds or fails on whether companies can turn fragmented IT and OT data estates into unified, governed, AI-ready infrastructure.

The Data Wire - News Team

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Latest Stories

Physical AI Is A Customer Experience Architecture Problem, Not A Robotics Problem

Production AI Demands Statefulness That Might Require a Whole New Approach to the Inference Layer

Healthcare's 'Silos of Silence' Are The Biggest Barrier To Clinical AI At Scale

Data Governance Defines How Far Banks Can Extend AI Into Their Regulated Core

As AI Competitors Close The Gap With Frontier Models, The Real Technical Debt Might Picking A Horse Too Soon

Future of Data Management

The Paradox Of Simplicity: Maintaining A Data Platform Is Harder Than Building It

Manoj Kumar Anugu, Senior Data Platform Engineer at COUNTRY Financial, explains how steady discipline keeps a data platform from sliding into a costly mess as it scales.

The Data Wire - News Team

Enterprise AI

Data Teams Catch Silent AI Failures By Tracing Systems Before Locking Them Down

Sathish Kumar Subramani watches enterprise AI systems closely before governing them, since the costliest failures pass every check while quietly handing customers wrong answers.

The Data Wire - News Team

Leadership

Green Dashboards, Red Outcomes: How XLAs Fix The Gap Between SLA Compliance and Business Success

Paul Neuman, Founder and Head of GTM Services at IT Services Demystified, explains why the industry's most common performance metric is also its most misleading, and what it takes to close the gap between technical delivery and business outcomes.

The Data Wire - News Team

Cyber Resilience

Why AI Integrated Through Vendor APIs and Cloud Ecosystems Amplifies Every Form of Enterprise Risk

Kay Kimberg Fonguh, a technology risk and control specialist, argues that AI embedded through third-party vendors, APIs, and foundation model providers materially amplifies model risk, cyber risk, concentration risk, and decision-making opacity.

The Data Wire - News Team

When Reactive Patchwork Fails To Fix Flawed Architecture, Structural Data Weakness Must Be Met Head-On

Data Governance Fails When Companies Document Systems But Never Define Who Owns the Decision

Physical AI Is A Customer Experience Architecture Problem, Not A Robotics Problem

Why Designing for 'Unknowable Unknowns' is the Only Viable Strategy for Agentic AI

Solving the 'Insight-to-Action' Gap to Turn Good Data Into Great Outcomes

Industrial Leaders Turn Unified Data Pipelines Into A Scalable AI Advantage Across Plants

Why AI Investments Risk 'Performative Governance' Without Leadership Accountability

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