Custom AI engineering · Mobile ads & CG
We build AI tools and agent systems for mobile game ads and complex CG campaigns. Automate scene work, animation and rendering inside your production pipeline, with editable projects and creative control.
01Complex scenes take craft
and a lot of technical work
02Turn repeated operations into
production tools
03Keep the scene editable
and the team in control
01 / Engineering inside your tools
This is production engineering, not prompt-to-video generation. Coding agents write and run code against editable scenes, assets and timelines. We build the integrations around your tools and review process.
Asset preparation, scene assembly, parameter checks and reusable setups.
Art direction, composition and asset approval.
Tools for staged gameplay, procedural animation and camera rigs.
Motion, timing and visual review.
Apply an approved change across scenes; assemble hooks, end cards and formats.
Choose the variations worth testing.
Job preparation, output checks and reports on failed tasks.
Final quality check and release approval.
Unreal Engine, Unity, Blender, Maya, Cinema 4D, Houdini, After Effects. We assess the relevant tools, versions and plugins before agreeing an integration.
02 / Ways to work together
Start with an audit, commission a creative or bring us into a specific production workflow. We agree the deliverables before work begins.
Find where automation is worth building. We review a representative project with your production lead, map the manual work and choose a useful first implementation.
Build the missing production tooling. We develop scripts, integrations and proactive agents that can take a task through agreed steps, check the output and flag work that needs a person.
Commission a mobile game ad or a complex CG sequence. We scope the concept, scene work, animation and delivery, using custom tooling where it helps the project.
Give artists and technical leads a workflow they can use themselves. Sessions use your tasks and finish with a practical exercise, operating notes and a handover.
Keep an implemented workflow usable as production changes. For suitable tools, we can agree licensed access, updates and support as a separate engagement.
03 / One scene, many tests
Hook
End card
Format
VARIANT H1-C1-916
04 / Production reel
CG production examples. Automation results are measured separately.
05 / Scope & cost
A creative pack and a pipeline integration are different jobs. We quote production by the agreed deliverables, and engineering by the workflow and acceptance criteria. Training, tool access and support have their own scope.
For an integration, start with one paid pilot. Compare the same task before and after, including human review, rework and compute costs. Use the result to decide what to expand.
Scope the first project06 / Proactive agents
Proactive means carrying a task through agreed steps: inspect, plan, execute, check and report. We design that workflow for your production, with explicit permissions and human review. This is an example sequence, not a live run or an off-the-shelf product.
Example / Scene revision
Apply a camera change to a set of existing scenes.
Check assets and dependencies. Propose changes and review points.
Run the agreed scripts. Save editable changes and an operation log.
Check scene parameters and preview frames. Flag exceptions for an artist.
The team approves the preview before final rendering and delivery.
07 / Start with a task
Describe your production task, tools and desired result. You can ask our AI advisor first, or pass a request directly to the team. Requests are kept for 30 days and may be processed by an AI provider. Please do not include passwords or confidential source files.