The Myth of Perfect Pricing Data

| Brian Doyle | ,
Artificial intelligence is changing the conversation around pricing. Every week brings another announcement about AI-powered pricing optimization, predictive analytics, dynamic pricing engines, or usage-based pricing models. The message is rema…

Monetizing urgency: protecting the value of speed

In industrial markets, urgency is often treated as an operational challenge rather than a commercial opportunity. When a customer calls with production down and revenue at risk, the instinct inside most organizations is to focus on response spe…

How to price based on risk exposure (not just cost)

Industrial pricing conversations often center on cost structure, competitive benchmarking, and margin targets. Far less frequently do they begin with a disciplined evaluation of risk exposure. Yet in engineered markets, the financial consequence o…

The 4 sneaky margin killers hiding in your cost to serve

As we evaluate a P&L, we often get a big picture top-down view of gross margin for the entire business. As an example, the business is chugging along at 40% margin; however, the story looks very different when you look at margin from the botto…