Enterprises face challenges in deploying AI at scale due to fragmented systems, compliance requirements, and the need for robust feedback loops to maintain accuracy and reliability. Forward Deployed Engineers at ElevenLabs help overcome these obstacles by working directly with enterprise teams to design, integrate, and scale AI solutions within existing infrastructures. These engineers ensure deployments meet enterprise-grade standards such as SOC 2, ISO 27001, GDPR, and HIPAA, and they remain engaged to continuously optimize performance. By embedding with clients from the beginning, they bridge the gap between research and practical application, ensuring AI systems deliver measurable business outcomes.