From a technical demo to a product: in-painting with masks, GPU workers with no idle hardware costs, licensing by subscription tier and an admin that sees every task.
Business context
What the client needed
An AI plugin for Adobe After Effects: artists and video creators generate and edit images and short video fragments without leaving their project.
Motion designers lose time every time they leave After Effects for an AI tool and bring the result back. The client wanted AI where the work already happens, with a backend that stays affordable and can change models as the field moves.
User stories
What people do with it
- As a motion designer, I want AI tools inside After Effects, so that I never leave my project to make a frame.
- As an artist, I want to mask the part of a frame I change, so that the AI edits only what I mean.
- As the product owner, I want to swap AI models without a plugin update, so that the product keeps up with the field.


The plugin is private, so this is a presentation we laid out from the project; its admin is rebuilt from our own screenshot. Scroll or drag inside the frames, or click to open full size.
Key challenges
What made it hard
- 01No workflow disruption. The AI tools had to live inside the After Effects interface, not beside it.
- 02Several kinds of input in sync. Images, masks and video frames travel together from the plugin to the models and back.
- 03Future-proof and affordable. Models change fast and GPUs are expensive: the backend swaps models without a plugin update and never pays for idle hardware.


Results
What we delivered
Inside After Effects
Advanced AI tools in the interface artists already use - no context switching.
Precise local edits
Masks and multimodal inputs for in-painting and frame-aware changes.
GPU on demand
An asynchronous GPU worker architecture ended the cost of idle hardware.
Licensing and admin
Access by subscription tier, usage statistics and API limits; tasks, licenses and hardware in one admin.
Technology
Need something like AAE Plugin?
Tell us about your product. The first call and the rough estimate are free; on outsourced development and staff augmentation there is no upfront payment.
The services behind it: AI Integration, Custom Software Development.
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