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AI Is Commoditizing SaaS: How to Protect Differentiation and Rethink Pricing

| Teng Yang |
AI is changing the economics of software companies. Capabilities that once justified a premium are increasingly available through general-purpose models and agents at a fraction of the cost. As the…

Engineering Is Not Free: Separating Development from Production Pricing

In complex OEM relationships, significant value is created long before production revenue begins. Engineering teams analyze applications, iterate designs, conduct validation testing, and often s…

Pricing Happens Everywhere, Which Means It Often Belongs to No One

| Travis Umpleby |
Pricing is the lifeblood of any organization, yet very few companies have a dedicated pricing team. Instead, pricing responsibilities are spread across Finance, Sales, Operations, Customer Service,…

The hidden cost of discounting in technical industries

| Lori Rybaski | ,
Discounting rarely appears problematic in isolation. A small concession to close a deal. A minor adjustment to maintain a relationship. A short-term reduction under competitive pressure. Individ…

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