Insights

Insights on Autonomous Profit Maximization

Practical guidance on pricing, customer retention, and inventory decisions for B2B manufacturers and distributors, from the team building Autonomous Profit Maximization.

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Price Maximization Coming soon

r-daniel vs. Price Optimization Suites: Why One Lever Isn't Enough

Vendavo, PROS, and Zilliant solve a narrower problem than most buyers realize, and where cross-referencing price, customers, and inventory finds what they miss.

Customer Maximization Coming soon

Customer Churn Prediction for B2B Manufacturers: What Most Tools Miss

Why churn signals rarely live in the CRM alone, and how cross-referencing account health against pricing and inventory position catches risk earlier.

Inventory Maximization Coming soon

Stock-Out Risk Isn't a Logistics Problem, It's a Capital Problem

Reframing stock-out risk as a working-capital decision, anchored in the $1.5M footwear-distributor recovery case study.

Category Coming soon

What Is Autonomous Profit Maximization?

The category-definition piece every other post links back to, what it means, and why single-lever tools can't get there.