01
Operate locally
Media, credentials, and heavy assets stay close to the working environment when privacy or speed matters.
Spatial work
Selected spatial computing work
AR showcases, digital exhibition products, hand tracking, and spatial detection prototypes.
Products
Three workbenches, one product system
Each product is a focused surface for planning, generating, understanding, or delivering complex media work.
AI director workbench
Tapdance
Turns one creative idea into briefs, consistent characters, scenes, storyboards, frame prompts, and video generation tasks.
Enterprise creative workflow
Vibemarketing
A campaign workflow layer for planning, asset production, KPI tracking, quality review, and delivery.
AI video understanding workbench
VogCut
Indexes local video libraries, analyzes scenes and dialogue, and turns footage into searchable clips and editable cut plans.
What stays
Useful systems before loud demos
02
Show the workflow
Interfaces make status, cost, review, and handoff visible instead of hiding work inside prompts.
03
Ship as product
The output is a usable tool with persistence, deployment, and daily operating feedback.
DarkString / Contact
Bring a brief that needs a working surface.
Send the product context, available assets, model constraints, and the workflow you want to improve.
Start a brief