A thorough Citizen Services AI Market analysis reveals a dynamic sector transitioning from technology-led experimentation toward accountability-led deployment, where audit trails and human oversight determine which solutions advance. The core driver of this transition is the recognition that automated decision-making in benefits and enforcement attracts litigation and regulatory scrutiny, and...