Data Engine

FROM REAL-WORLD EXPERIENCE
TO ROBOT INTELLIGENCE

An end-to-end, managed data engine that turns raw human interaction into high-quality, model-ready datasets at scale.

Multi-modal. Time-synchronized.

Every frame, every signal, perfectly aligned.

Managed. Scalable. Reliable.

We handle the complexity so you can build.

Quality you can trust.

Built-in accuracy, consistency and compliance.
REQUEST DEVICE ACCESS →
Camera capturing the scene
Humanoid robot
Teleoperator at a control station
Monitoring displays
Factory building
Teleoperator at a control station
Data servers
Orbit illustration of the XPhi data engine connecting cameras, robots, operators and servers

MANAGED SERVICES ACROSS THE DATA ENGINE

Capture support for collecting physical-world data

CAPTURE SUPPORT

  • Device setup & calibration
  • Capture guidelines
  • Operator training
Labeling and annotation of captured data

DATA MANAGEMENT

  • Ingestion & QC
  • Time synchronization
  • Data structuring
  • Secure storage
Data preparation for model training

LABELING & ANNOTATION

  • Expert annotators
  • Multi-level QC
  • Consistent quality
Evaluation services for robot models

DATA PREPARATION

  • Cleaning & filtering
  • Normalization
  • Format conversion
  • Dataset packaging
Data management and storage

EVALUATION SERVICES

  • Benchmarking
  • Standardized metrics
  • Cross-environment evals
  • Reports & insights
Teleoperation services with a human in the loop

TELEOPERATION SERVICES

  • Human-in-the-loop
  • Intervention data
  • Edge case handling
Teleoperation services with a human in the loop

CONTINUOUS IMPROVEMENT

  • Model feedback loop
  • Data flywheel
  • Quality monitoring
CAPTURE SUPPORT
DATA MANAGEMENT
LABELING &
ANNOTATION
DATA PREPARATION
EVALUATION SERVICES
TELEOPERATION
SERVICES
CONTINUOUS
IMPROVEMENT
End-to-end ownership. Enterprise-grade infrastructure. Built for the scale of frontier models.
HOW WE DELIVER QUALITY AT SCALE →
A platform built for model builders

Everything you need.
One partner.

Whether you’re training your foundation, building a dataset, or running evaluations at scale - XPhi’s data engine is built to power your progress.
VIEW PLATFORM CAPABILITIES →

Multi-Modal at Scale.

Video, depth, IMU, tactile, pose, actions and more.

Global & Diverse

Real-world environments, tasks, embodiments and cultures.

Time-Synchronized

Hardware-level sync across all modalities (<100us accuracy).

High Quality by Design

Built-in QC, validation and consistency at every step.

Secure & Compliant

Enterprise-grade security, access controls and data governance.

Flexible & Customizable

Custom schemas, label workflows and data formats.

APIs & Integrations

Seamless integration with your training and eval infrastructure.

Scalable on Demand

From pilot to billions of frames, without friction.
Let’s build the next generation of robots

Power your models with world-class data.

Partner with XPhi to access the data, infrastructure and services you need to build what’s next.
TALK TO OUR TEAM →

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