Artificial intelligence is now built directly into many SaaS platforms, and that shift has created a new testing challenge.

For apps and tools, this means increased distribution and access to a vast pool of users (mostly long tail) through open APIs ...

Automation can drive PPC growth, but without human guardrails, it chases cheap wins instead of business outcomes.