Imaginario AI
Scaling AI applications with compliance and efficiency using Code Capsules
Deployment time
High and manual per-customer to streamlined and platform based
GPU Costs
High (24/7 GPU nodes) to a ±90% reduction (event-based scaling)
Cloud flexibility
Limited to full flexibility through client-owned accounts
Compliance management
From manual & high touch to automated, secure and region-aware
About Imaginario AI
Imaginario AI is an AI-first startup operating out of the United States and the United Kingdom, focused on delivering advanced video and media intelligence solutions to high-profile clients. Their product is a compute-intensive, single-tenanted AI web application that requires dedicated deployment environments for each enterprise customer.
The Challenge
Imaginario's AI workloads and enterprise clientele came with strict demands around data isolation, compliance, and cloud flexibility. Their requirements included:
- Single-tenant architecture for each client
- Deployment into both owned and customer-owned AWS accounts
- Global infrastructure, including separate regions for US and EU compliance
- Efficient GPU resource management, especially for inference-heavy workloads
- Operational visibility and simplicity, without DevOps overhead
Before working with CodeCapsules, Imaginario's engineering team was deploying environments manually, maintaining persistent GPU nodes 24/7, and struggling with deployment complexity across accounts.
The Solution
Code Capsules deployed a multi-region Kubernetes-based cluster architecture on Imaginario AI's AWS infrastructure, with clusters in both US and European regions. Through the CodeCapsules platform, Imaginario AI's engineering team gained the ability to:
- Deploy single-tenant environments per customer across multiple AWS accounts
- Retain full control over infrastructure while gaining the simplicity of a PaaS
- Auto-scale GPU workloads, running GPU nodes only when needed
- Streamline compliance and security by running within customer-specific environments
Unify deployment and maintenance workflows, regardless of region or account ownership
"Code Capsules helped us scale deployments across multiple global clients without increasing operational burden. More importantly, we cut our GPU costs by 90% while staying fully compliant."
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