How ScaPic Launched a Scalable AI 3D API Using Fixerr AI
Overview
A foundation for real-time 3D processing.
ScaPic needed a scalable infrastructure to process thousands of 3D content requests per day. Fixerr AI provided the compute, queueing, and monitoring layers required to run AI workloads reliably.
The problem
AI workloads required heavy infrastructure.
Rendering and processing 3D assets required GPU-intensive workflows, and ScaPic needed a more reliable backend to scale efficiently. The company's initial infrastructure struggled to handle spikes in demand, leading to slow processing times and occasional service failures. Managing GPU clusters, job queues, and storage systems required significant engineering resources that could have been spent on product development. As user demand grew, the infrastructure costs were becoming prohibitive, and the team needed a solution that could scale automatically without constant manual intervention.
The solution
A custom pipeline optimized for 3D workloads.
Fixerr AI delivered a custom solution including GPU scaling, automated job queues, monitoring dashboards, and asset delivery optimization. The platform was configured specifically for ScaPic's 3D rendering requirements, with intelligent GPU allocation that scaled up during peak demand and down during quiet periods. Automated job queues managed the processing pipeline, ensuring requests were handled in priority order and failed jobs were automatically retried. Real-time monitoring dashboards provided visibility into system performance, queue depths, and processing times, enabling proactive optimization.
The result
Lower latency and higher reliability.
ScaPic reduced processing time and can now handle 10x more 3D requests with consistent SLA performance. The optimized infrastructure eliminated bottlenecks that previously caused delays, resulting in faster response times for end users. Automated scaling ensures that the platform can handle traffic spikes without manual intervention, while monitoring dashboards provide early warning of potential issues. The reliability improvements have reduced support tickets and increased customer satisfaction, enabling ScaPic to focus on product innovation rather than infrastructure maintenance.