Systems | Development | Analytics | API | Testing

As AI rapidly integrates into software development, from code generation to interface review, it promises unmatched efficiency.

With 34% of software failing to meet quality standards, and 77% of AI failures significant enough to damage user trust and product integrity, new research highlights why global brands must pair AI orchestration with expert human insight.

A lot of teams think their AI quality problem begins when the first test run starts but it usually begins much earlier.

The agentic AI conversation is too obsessed with the front door. Customer-facing agents get most of the attention because they are visible.