A ticket-based system can slow down infrastructure provisioning and limit the ability to scale because end-users have to request infrastructure changes, creating a bottleneck that delays deployments. Additionally, as the need for resources grows, the volume of tickets that the infrastructure team must process increases, further slowing down the provisioning process and hampering scalability.