Applied Intelligence

Data Solutions for Embodied Intelligence & VLA Models

From perceiving the world to stably executing complex tasks.

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Core Capabilities

01

Teleoperation & Demonstration Collection

Operator-driven demonstration capture on your target embodiment, or on a matched proxy where hardware access is constrained.

02

Manipulation-Level Modelling

Phase-segmented manipulation with contact annotation, not coarse task labels.

03

Failure-Case Feedback & Retraining

Deployed-policy failure capture, clustered into failure families and converted into targeted collection tasks.

04

Sim2Real Data Fusion

Blended real and simulated corpora with distribution control to avoid training-set drift.

05

Task-Level Evaluation

Milestone-based success measurement aligned with the MEVB protocol.

Datasets Behind This Solution

MOVAS-Ego 100K

First-Person Video for Embodied AI

MOVAS-4D Multi-View

Synchronised Multi-Camera 4D Capture

MOVAS-3D Assets

Simulation-Ready Geometry

Other Solutions

World Models & GenAI

Producing the real-world data that cannot otherwise be collected.

Applied Physical AI

Making AI adaptable to complex, dynamic industrial environments.
FAQ

Embodied Intelligence — Frequently Asked Questions

No. Egocentric human data and retargeted trajectories give you a usable pre-training corpus before any hardware exists. Fleet-specific data becomes relevant later, once you are tuning for a particular embodiment.

A scoped collection task typically moves from failure-family definition to delivered incremental data in 7 to 14 days, depending on scene availability.

Precision Data. Infinite Momentum.

Ready to fuel your model? Partner with MOVAS AI for proprietary Physical AI datasets and infrastructure.

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