Success Story | Imaginario AI

Customer Overview

Challenge

Solution

Outcomes

Feedback

Customer Overview

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. These deployments must often occur within cloud environments controlled by either Imaginario AI or their clients — creating complex infrastructure, compliance, and operational challenges.

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 overhea

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'sAWS 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

Outcomes

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

Testimonial

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.

Imaginario AI

CTO

Imaginario AI

Imaginario AI

Customer Overview

The Challenge

The Solution

Outcomes

Testimonial

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