Real-world data for machines learning to act.
Microtaka helps robotics and foundation-model teams source, license
and collect hard-to-get physical-world training data across Asia-Pacific.
Human Egocentric Data
First-person demonstrations capture how people actually manipulate objects,
use tools and complete physical tasks in real operating environments.
Programs can cover household work, hospitality, logistics, manufacturing
and skilled service workflows.
Robot Teleoperation Data
We source or coordinate task-specific teleoperation programs based on buyer-defined
requirements, including robot embodiment, environment, task taxonomy,
sensor configuration, trajectory structure and acceptance criteria.
Industrial Skill Data
Asia-Pacific provides access to manufacturing and operational workflows that
are difficult to recreate in a laboratory. Potential domains include precision
assembly, electronics, automotive, maintenance, warehouse operations and tool use.
Tactile, Force & Contact-rich Data
For manipulation tasks where visual information alone is insufficient,
collection programs can incorporate force, tactile, contact and motion signals
where suitable hardware and suppliers are available.
Failure & Recovery
Successful demonstrations are only part of the physical world.
Failed grasps, slips, drops, misalignment, excessive force and recovery behavior
can provide valuable training and evaluation signals for robust robot policies.
Existing Dataset Licensing
Where suitable datasets already exist, Microtaka can evaluate potential suppliers
and licensing structures rather than recreating the same data from scratch.
Priority is given to datasets with clear provenance, commercial AI-training rights
and defined cross-border usage permissions.
Looking for a specific physical-data distribution?
Start with the task, environment, modalities and acceptance criteria.
We can assess whether the requirement is better sourced from existing
inventory or produced through a custom APAC collection program.