Partnership data infrastructure visualization
Task Network
for Operational Data

Partners bring real tasks, robots, environments, scene authorization, and model needs. ArcheBase turns them into reusable operational data assets.

View the Task Network

Task Network turns access to real tasks into a continuous supply of operational data.

「 Task Network 」

Operational data starts with access to real tasks.

Task Network connects cities, industrial parks, robot companies, model teams, and research institutions through a repeatable task-to-data system.

Task Access

Cities and parks contribute real-task access, scene authorization, and deployment scenarios.

Repeatable Tasks

Enterprises contribute recurring tasks, equipment, operating constraints, and outcome feedback.

Physical AI industry:

As Physical AI advances, the bottleneck moves from algorithms to operational data.

Model Demand

Model teams define the training, evaluation, failure, and iteration needs the data must serve.

Reusable Supply

Shared task structures and quality standards turn individual projects into reusable data supply.

「 Task Network 」

Each partner contributes a different part of the task-data loop.

The network combines task access, robot systems, model demand, validation expertise, and reusable operational data assets.

Industrial Parks

Provide real-task access, scene authorization, and regional task-interface capacity.

Robot Manufacturers

Turn product tasks, failures, and recovery cases into training and evaluation assets.

Physical AI Model Teams

Use versioned operational data for training, evaluation, retrieval, and iteration.

Research Institutions

Co-develop validation tasks, evaluation assets, causality cases, and data standards.

「 Task Network 」

Four ways to contribute to the Task Network.

Partners can establish task interfaces, compile priority tasks, sustain task-data supply, or define shared evaluation standards.

01

Regional Task Infrastructure

Co-build regional task interfaces and operating capacity for repeatable real-world tasks.

02

Target-task Data Compilation

Compile raw episodes into causality-aware operational data assets for a defined task and model need.

03

Long-term Data Supply

Maintain versioned task-data supply across scenarios, models, and product cycles.

04

Standards and Ecosystem

Co-develop task schemas, output formats, failure cases, evaluation cases, and reusable task definitions.

「 Task Network 」

How one real task becomes a reusable data asset.

Task definition, synchronized evidence, physical causality, quality gates, and versioned delivery remain connected across one traceable compilation chain.