3D, CGI, and creative production pipeline development
Make repeatable visual production easier to plan and operate.
Product CGI, campaign formats, interactive 3D, Blender automation, rendering, and review workflows built around the output you need.
- Typical first release
- A focused tooling or pipeline release commonly takes 6–12 weeks after representative assets and scenes are available.
- Engagement
- Production audit and prototype, followed by milestone-based tooling and infrastructure delivery.
The problem
Define the customer or operating decision first.
Creative quality often depends on undocumented artist knowledge, manual placement, local machines, inconsistent naming, and late validation. The bottleneck is the production path, not only the final render.
Good fit for
- Product and interior visual teams producing repeatable scene families
- Studios that need Blender tooling, batch operations, or validation
- Campaign teams coordinating reference, generation, review, and formats
- Products using interactive 3D, configuration, or automated rendering
What is delivered
A clear scope with practical handoff.
- 01
Visual and production direction
- 02
Product or environment asset workflow
- 03
Animation, rendering, and adaptation
- 04
Automation where repetition justifies it
- 05
Review and approval stages
- 06
Delivery formats and handoff
Delivery path
Four stages from scope to release.
- 01
Trace production
Map assets, scene assembly, validation, render, review, delivery, rework, and machine constraints.
- 02
Standardise
Define scene contracts, naming, metadata, validation, and failure states before adding compute.
- 03
Automate
Build the artist tools, exports, workers, queues, storage, and review surfaces around that contract.
- 04
Benchmark
Measure representative scenes, output quality, retries, queue behaviour, and cost before expanding volume.
Related system or proof
3D placement pipeline
A Blender authoring tool, explicit export contract, product-matching layer, queue, GPU workers, and delivery storage.
Open the case or product explanation →Questions before scoping
Useful answers before a sales call.
Do you provide finished CGI as well as pipeline development?
Yes where production output is part of the scope. We separate art direction, asset creation, tooling, render infrastructure, and ongoing production so ownership is clear.
Can you automate our existing Blender workflow?
Usually, after reviewing representative files, add-ons, naming, assets, failure cases, and how artists currently approve work. Stable conventions are a prerequisite for dependable automation.
Will a serverless GPU pipeline always be cheaper?
No. Cost depends on workload shape, image size, renderer, startup time, retries, utilisation, data transfer, and queue behaviour. We benchmark against the existing path before making that claim.
Start with context
Bring the goal, constraints, and useful context.
We will ask focused questions and recommend a practical first step.