The intelligence behind extraordinary creative work

Artstrio builds AI agents that turn your team's creative vision into finished work, running complex production pipelines autonomously and holding every step to a professional standard.

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We believe AI should expand what creative people can make, while the taste stays theirs.

People have always reached each other through what they create. In every great work, one person's imagination becomes something others can live inside. Every change in how that work is made has widened what people can share. AI is the next change, and it needs new infrastructure.

A vision takes a moment. Realizing it takes an enormous amount of skilled execution. That is where most ambitious ideas stall, and that is the work Artstrio's agents take on.

More of what you imagine deserves to exist.

Trusted by teams behind world-class creative work

Tencent Games
Riot Games
Ubisoft
Moonton
PUBG MOBILE
Products/Artstrio

Creative agents for game publishersUA creatives, trailers and cinematics, from brief to final cut.

UA creatives fatigue and need replacing, and each new hero, skin and season needs launch creative by a fixed date. Artstrio takes each one from brief to final cut, working from your references and in the sizes and formats each network needs. Our customers are already making UA creatives and cinematics this way.

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Agents turn briefs into storyboards

Agents find your game's selling points and plan every shot the way ads convert.

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The agent reads the brief and references, confirms a 30 second launch ad, then writes five storyboard shots.

Gilded Rose / Storyboard

Agents generate and check each shot

Agents generate every shot from your character sheets and redo anything off-model.

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Five shots are generated and checked. Shot 3 hides the skin in smoke, so the agent regenerates it and verifies the result.

Gilded Rose / Shots

Agents turn shots into finished cuts

Agents edit with an editor's own tools, on a timeline your team can take over.

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The agent places five cuts, sound effects, transitions, effects, music and dialogue on six tracks, then plays the 30 second edit.

Gilded Rose / Timeline

Agents review the cut before you do

Agents flag issues by timecode, fix them and recheck the cut against your specs.

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The agent flags scope alignment at 0:07 and the caption safe area at 0:29, fixes both and rechecks the whole cut. The finished cut passes.

Gilded Rose / Review

Agents work in parallel, one creative each

Agents make new concepts to test while iterating on your winners.

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Twelve independent agents plan, generate, edit, review and deliver game ads. New briefs start as jobs finish.

Artstrio / All agents
Research

From general intelligence to production-grade intelligenceGeneral models learn what is common. Production ships what is rare.

Four parts work continuously in parallel. Agent harness runs are recorded as trajectory data and scored by domain-specific benchmarks. Trajectories and benchmark judgments feed training. Training updates the model weights; the improved model returns to the agent harness.
Agent harnessInside the studio pipelineDomain-specificbenchmarksJudged by craftTrainingUpdating model weightsTrajectory dataPlans, tools & human reviewModelAgent harnessInside the studio pipelineDomain-specificbenchmarksJudged by craftTrainingUpdating model weightsTrajectory dataPlans, tools & human reviewModel

Together they form a system that learns continually from production: first in the harness, then in the model weights.

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Help build the intelligence behind extraordinary creative work.

We are a small team of game veterans and AI researchers. Artists here define what good looks like; engineers and researchers turn it into systems that ship real work for the largest studios in the world.

Our team includes top artists from Tencent Games, Moonton, EA and Ubisoft, and top researchers from Tencent, miHoYo and Shanghai AI Lab, with papers at ICLR, ICML, NeurIPS, ECCV, EMNLP and other top conferences.