Deep dives on AI implementation, automation architecture, and operational transformation.
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. (Our teardown of a public company's in-house AI — not an Eigenomic client engagement.)
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.
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.
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.
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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