The Practice
The other half of how we work.
This sits alongside the commercial work.
Ongoing, deliberate experimentation with Agentic AI Workflow.
This is how we love to stay ahead of your brief and have a bit of fun.
Inside: local AI models, custom agents, an in-house render pipeline, and a few passion projects.
01
The Studio's Second Brain
An internal knowledge base holds every project, client, and lesson learned in one place. An automated research and insight tool surfaces references before a brief lands on a desk. A content pipeline turns raw footage and ideas into ready-to-post drafts without someone touching every step by hand.
Knowledge base that gets smarter the more we use it
An internal knowledge base that compounds with every brief, lesson, and fix.
Read the full breakdown →
Signal Hunter
An automated research tool that scans news and recommends outreach angles daily.
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Content automation pipeline
A daily pipeline that turns news into ready-to-review content angles and visuals.
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THE MAKE
A fully automated pixel-art pipeline built and tested for World Cup 2026.
Read the full breakdown →02
In-house render pipeline
An office agent wired into ComfyUI skills runs previz-to-render variation testing at speed. What used to take hours now takes minutes.
The agent reasons through the 3D build step by step, references the previz camera rig, and pushes variations through the render pass while someone reviews the output instead of babysitting the process.
Final render
Playblast pass
03
Whisper & Word
A children's storybook and animation app built around moral-value stories, for parents who want low-stimulation content for their kids.
04
Punggol Link RN × Tamiya Mini4wd Meetups
A People's Association community project.
A monthly meetup trailer for a real community group, built with an agent pushing local models: MiniMax H3, Krea2, and Qwen Image.
Paired with an original Suno soundtrack composed for the series.
Teaser
Final cut, alt angle 1
Final cut, alt angle 2
05
Punggol Link RN × Mid-Autumn Festival
A People's Association community project.
A second piece for the same community group: an AI-edited video paired with a custom Suno-composed song written for the festival.
Mid-Autumn Festival video
06
Sound design tests
Music composition tests from a Singtel project, included to show range beyond visual and motion work.