AI creative production platform

Background

A creative technology company sought to build an all-in-one generative AI platform enabling creators to generate images, edit content, enhance visuals and produce short video clips at scale.

Challenge

High processing demands for GPU-heavy AI workloads
Need for an intuitive UX accessible to non-technical users
Complex multi-model orchestration
Requirement for integrations with existing creative ecosystems

Solution

SPG engineered a modular AI production platform designed for scale.

Built GPU-orchestrated backend services for image/video generation
Implemented modular tools (inpainting, sketch-to-art, upscaling, enhancement)
Developed a React-based creator interface with real-time previewing
Created scalable task queues for long-running AI jobs
Integrated with creative tools via REST APIs

Implementation

Delivered a cloud-ready platform supporting multiple generative models, unified UX patterns and secure user workflows.

Results

40,000+ users onboarded
230,000+ prompts generated
900,000+ images created
Significant reduction in production time for creative teams
Clear competitive advantage in the AI tooling market

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