The Data Industrial Complex
Contrarian, practical thought leadership on product data strategy in manufacturing/distribution—why most data programs fail, how to prioritize decision-grade attributes, and how to build governance that accelerates (not blocks) revenue outcomes.
4 articles
The Data Industrial Complex
AI Hotspot Analysis Engineers Trust in 2026
AI-driven hotspot analysis helps building materials manufacturers pinpoint where portfolio cost, quality risk, and envir...
Eric Hansen
The Data Industrial Complex
AI Patterns for Multi-Plant Data Normalization
Acquisitions leave construction materials manufacturers with BOMs, production volumes, and utility data scattered across...
Walker Ryan
The Data Industrial Complex
Build an AI-Ready Data Layer Without Migration Risk
Your ESG, utility, procurement, and production data likely live in a patchwork of ERP modules, energy dashboards, produc...
Toby Urff
The Data Industrial Complex
Turn Regulatory Data Into AI Hotspot Savings
You already collect mountains of environmental and operational data for EPDs, GHGRP, and customer audits. Most of it sit...
Eric Hansen
