Custom Data and Evals for Models
That Can't Compromise
We combine human-level curation with speed to deliver motion-aware,
model-ready data and evals for frontier AI teams.
Faster than manual.
Smarter than synthetic.
We craft high-quality, physics-consistent datasets that are built for speed and aligned to your model's goals.
Physics-Consistent Data
From motion to interaction, we care about realism. Every dataset maintains physical consistency.
Physics-Consistent Data
From motion to interaction, we care about realism. Every dataset maintains physical consistency.
Fast & Custom Pipelines
15x faster than labeling teams. Automated systems built exactly to your specifications.
Fine-Tuning Ready
Tailored for SFT, RL, evals, and everything in between. Ready-to-use formats.
Proven results.
Real metrics.
Real performance metrics that demonstrate the power of our approach.
Manual labeling is too slow.
Synthetic alone isn't enough.
The Problem
Hand-labeling takes weeks
Traditional annotation is slow and doesn't scale with AI demands
Data lacks physical consistency
Generic datasets miss crucial real-world physics and behaviors
Generic datasets = subpar performance
One-size-fits-all approaches fundamentally limit your model's potential
Our Solution
Programmatic + curated pipelines
Automated systems with intelligent human oversight for optimal quality
Realism-aware data generation
Physics-grounded datasets that reflect authentic movement and interaction
Flexible multi-modal formats
Image, video, behavioral, 3D - precisely tailored to your model architecture
Data for every
training phase.
From initial training to final evaluation, specialized datasets for each stage of your AI development pipeline.
SFT on user interaction videos
Supervised fine-tuning with curated behavioral data for more natural AI responses.
RL in simulated environments
Reinforcement learning with physics-aware scenarios for embodied AI training.
Agent training with motion physics
Embodied AI training with realistic movement data for natural robot behavior.
Evaluation datasets for embodied tasks
Comprehensive benchmarks for physical reasoning and spatial understanding.
Benchmark Results
Passed
Spatial reasoning
94.2%
Object manipulation
87.8%
Physics consistency
92.1%
Ready to get started?
Schedule a call to discuss your specific data needs and see how we can accelerate your AI development.
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