Services
Engineering simulation and data systems for modern AI development.
From high-fidelity synthetic data to physics-accurate digital twins, we provide the infrastructure to train, test and deploy autonomous systems at scale.
Why Teams Choose Us?
Teams building AI systems that interact with the physical world face the same constraints:
- real-world data is slow, expensive, and incomplete
- testing edge cases safely is difficult
- systems behave differently once deployed
FS Studio helps teams shift critical learning, testing, and iteration into engineered virtual environments — so real-world deployment happens with fewer surprises.
"Working with FS Studio has been an excellent experience. They helped us develop a model that is incredibly close to the real one, which will be instrumental for our training sessions and the development of new applications. Their expertise and support have been invaluable to our progress." - Vincenzo Latino, Oversonic Robotics
We don’t sell one-off simulations
We sell repeatable worlds, reusable assets, and recurring data.
Most “simulation work” gets delivered as a project. The simulation might look great — but it doesn’t become an internal tool your team can rely on week after week. FS Studio products are structured to become ongoing infrastructure: onboarding engagements that convert into platform subscriptions and data products.
Simulation
Digital Twins
Sim-Ready Asset Generator
Synthetic Data
Synthetic Data Products
Moving beyond static datasets to high-fidelity visuals and physics-grounded, temporally coherent data products that fuel the next generation of VLA models.
Synthetic Data Factory
Automated, Multi-Modal Data Pipelines for Continuous, Large-Scale Model Training
What it is: Recurring generation of structured synthetic datasets, produced directly from simulation and twin assets.
Modalities: RGB, depth, segmentation + semantic labels, event annotations
Delivery model: Monthly data tranches, versioned and regenerable, volume-based expansion
Outcome: Scalable data without real-world collection + predictable aligned with training cycles
Synthetic Video & Animation Data
Physics-Driven Video for Training Models That Understand Action, Not Just Pixels
What it is: Time-based, behavior-rich synthetic video and animation generated from physics-based simulation.
Best for: Vision-language-action model teams; behavior/event detection; safety/monitoring models
Differentiators: Temporal coherence, physics-driven motion, multi-camera perspectives, event-level labeling
Outcome: Higher-quality inference models
Simulation Products
Start fast. Prove value. Standardize simulation as a tool.
Sim-Ready Asset Generator
Every engagement expands the shared library — assets become platform IP, not one-off deliverables.
What it is: Standardized pipeline for ingesting + validating assets for reuse across simulation, twins, and data.
Delivers: Physically meaningful meshes, correct scale/pivots/collision, material/contact properties, metadata/versioning/reuse readiness
Outcome: Compounding value: each customer expands reuse, speed, and margins for the next.
Pilot
A fast, low-friction entry into the FS Studio simulation platform using a canonical environment and clearly scoped task.
Best for: Robotics startups, system integrators, teams evaluating simulation readiness.
Delivers: Canonical environment (selected domain), one robot/task focus, physics sanity checks + baseline validation, exportable assets/configs.
Outcome: De-risked approach + foundation for reuse and expansion.
Pilot Plus
Adds scenario variation, robustness testing, and early validation workflows.
Best for: Teams preparing for deployment; integrators supporting rollouts.
Delivers: Parameterized variations, multiple scenarios/task conditions, early edge-case exploration, improved documentation/handoff.
Outcome: Confidence in simulation as a deployment tool + path into Sim Lite / Full Simulation.
Sim Core
A bounded, production-ready simulation environment designed for continuous internal use — not one-off testing.
Best for: Robotics teams training policies; validation/safety teams; teams standardizing workflows.
Delivers: Deterministic reset/replay, scenario generation + versioning, pipeline integration.
Outcome: Simulation becomes a repeatable internal tool + natural attachment point for recurring asset access.
Full Simulation
A comprehensive, extensible system for large-scale training, validation, and long-term programs.
Best for: Mature teams; enterprise/public sector; safety-critical deployments
Delivers: Multi-scenario system, parameterized tasks, robust validation/replay workflows, native integration with subscriptions and data products
Outcome: Simulation becomes core technical infrastructure + strong pull-through to recurring platform revenue
Digital Twin
High-fidelity spatial models of real environments for planning, readiness, and alignment.
- Facility planning/layout changes
- automation readiness
- training/onboarding
- stakeholder alignment
Let's Build
FS Studio is your strategic partner in unlocking the next frontier of product development and enterprise transformation
If you can imagine it, we can simulate it.