The Eigenomic
Journal

Deep dives on AI implementation, automation architecture, and operational transformation.

Case Study
April 2026
8 min read

How C.H. Robinson Grew Margins 320 Basis Points During a Freight Recession

Most AI transformation stories live in press releases. C.H. Robinson's story was in their earnings call — 320 basis points of operating margin expansion during a 13-quarter freight recession. Here's what actually worked.

Read the full article
Guide8 min read

What Is a Fractional CAIO? And Does Your Company Need One?

Over 40% of Fortune 500 companies now have a Chief AI Officer. But most mid-market companies can't justify a $300K+ hire. Here's the case for going fractional instead.

Framework6 min read

Why Most AI Pilots Fail

Ninety percent of AI pilots fail. Not because the tech is bad. They fail because companies pick the wrong problems, expect magic, and have no idea whether it's working. Here's what actually works.

Case Study8 min read

Scaling Dental Group Operations with AI Automation

A multi-location dental organization automated insurance verification, billing reconciliation, and compliance review—freeing staff to focus on patient care. 87% time savings on eligibility checks.

Case Study12 min read

How We Processed 152 Pages of Lab Compliance Documents in 10 Minutes

A CLIA-certified clinical laboratory needed to review thousands of calibration report pages quarterly. Manual review took days. We built an AI system that does it in minutes—with better accuracy.

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