O'Reilly Learning
Changing the world by sharing the knowledge of innovators
Published Oct 15, 2026
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When alternatives are better suited
Technical requirements the product may not meet well
Procurement considerations to watch
Current limitations acknowledged by the vendor
Feature gating / plan limitations
Scale limitations
API limitations or integration constraints
Differentiators indicated in customer feedback
Features and capabilities that are relatively uncommon or bundled differently
Areas where competitors have advantages