AI Agents & Digital Twins: How Process Simulation Software Is Changing
I’ve spent the last several years building the connective tissue between control rooms, machine learning...
Building a Unified Data Platform: Ingestion, Lakehouse Storage, and Data Governance
I’ve spent most of the last few years moving data for a living, and if...
Edge-to-Cloud Data Lineage: Tracking Operational Data in Smart Manufacturing
I’ve spent 12 years building and rebuilding platforms for data lineage in factories. One question...
Time-Series Architecture at Scale: Partitioning, Downsampling, and Storage Optimization
I have spent most of the last decade sitting between plant floors and data platforms....
Designing Scalable Operational Data Models for High-Throughput OLTP Systems
I have spent the better part of a decade arguing with engineering leads about primary...
Master Data Management in the Age of AI: Feeding Clean Data to Smart Systems
I have sat in a lot of steering committee meetings where someone proudly demos a...
Implementing Data Mesh in Manufacturing: Overcoming OT/IT Silos
I’ve spent most of my career on the plant floor side of the fence. I’ve...
Bridging the Factory Gap: How Cross-Plant System Alignment Drives Multi-Site Operational Excellence
I still remember the exact moment I realized we had a problem. Six weeks after...
The Ultimate Technology Due Diligence Framework for M&A and Private Equity
A term sheet won’t tell you whether the codebase you’re buying will fall over in...
Silos to Synergy: A Practical Guide to Enterprise Multi-System Harmonization
Multi-System Harmonization is one of the most important technology priorities during an industrial merger. It...