USE CASES
Below you can find some of our core use-cases for the type of Datasets we specialize in
Below you can find some of our core use-cases for the type of Datasets we specialize in

We build realistic 3D environments and assets so your robots can fail safely in simulation before they ever touch the factory floor. Our datasets focus on physical accuracy, repeatability, and large‑scale coverage of real‑world edge cases.

We create high‑fidelity, metrically accurate 3D assets and scenes tailored to your CAD, BIM, and simulation workflows. You get geometry and materials you can trust for planning, validation, and operator training.

We deliver large, consistent 3D asset libraries and environments optimized for synthetic data generation at scale. Our workflows emphasize automation, variant creation, and annotation so you can maximize throughput and coverage.

We help internal ML and platform teams stand up 3D datasets quickly without building a full content pipeline in‑house. Start with a focused prototype, then scale to production‑grade datasets as your models and use cases mature.
Flux3D is a sister company of ScansMatter – Together we have over a decade of experience within the 3D industry!
You’re working with a partner used to demanding pipelines, fast turnaround, and large-scale production
Our team has worked on everything from AAA games to industrial AI datasets and large‑volume production.​
We understand both visual quality and the technical constraints of real‑world pipelines.
With optimized proprietary workflows, we deliver high‑quality content quickly and reliably.​
You get predictable timelines without sacrificing quality.
Every project is handled by real artists and project managers who stay close to your needs.​
We adapt to your tools, meeting cadence, and feedback style so collaboration feels smooth.
We build workflows around your specific requirements and deliver assets exactly to your specs.​
Scale, topology, annotations, naming conventions, and formats are tailored to your pipeline.
Whether you need 100 models or 100,000, we’re set up to scale without losing consistency.​
We plan capacity, QA, and automation to support long‑term, high‑volume partnerships.
We offer competitive, transparent pricing while ensuring our artists are treated and compensated ethically.​
This gives you sustainable long‑term partnerships instead of a race to the bottom.
We’re proud to share our portfolio with you. All the work you see has been created by our internal team for various types of projects.
As soon as talks continue, we dig into your goals, technical requirements, and constraints.​
From there, we provide either a detailed cost estimate or a final quote, depending on project scope and clarity.
Once the quote is accepted and specs are aligned, we start with a prototype or small batch so you can validate quality, format, and workflows.​
This ensures we are fully aligned before moving into full production.
With the foundation approved, we move into full production and start creating your 3D dataset at scale.​
We keep communication tight with regular check-ins, progress updates, and opportunities for feedback.
Once everything is approved, we deliver the full dataset via our secure internal servers or your preferred transfer method.​
If needed, we can support you with integration, small adjustments, or scaling the dataset further.