How problem-first AI startups are taking AI from pilots to production

Artificial intelligence and robotics are transitioning from experimental pilots to practical operational systems across industries. Companies are now adopting automation to address real-world pressures like rising costs and staffing gaps, focusing on technologies that solve specific problems and integrate seamlessly into existing workflows, delivering tangible utility over theoretical transformation.