Alignment AIPhysical AI data collection, to spec
Physical AI models learn from real-world interaction data — demonstrations, teleoperation and sensor-rich task recordings. Alignment AI designs the collection protocol with you, captures the data to your specification, and stands behind its quality under one accountable contract.
Scope your data project →What the service covers
Task & protocol design
Tasks, environments, object variations and success criteria are defined with your team before a single frame is captured — the protocol becomes part of your proposal.
Data capture to spec
Demonstrations, teleoperation and sensor data collected under the agreed protocol, at the scale your training plan requires.
Quality assurance
Deliveries are reviewed against explicit acceptance criteria; out-of-spec captures are re-collected, not shipped.
Delivery & documentation
Datasets delivered in the agreed formats with metadata and protocol documentation, so your team can train and audit directly.
How an engagement works
Frequently asked questions
What kinds of data do you collect?
Real-world interaction data for physical AI: task demonstrations, teleoperation sessions and sensor-rich recordings, collected under a protocol we design with you — tasks, environments, variations and success criteria defined up front.
How is quality assured?
Every collection protocol carries explicit acceptance criteria. Deliveries pass a QA review against those criteria, and out-of-spec captures are re-collected under the same protocol rather than shipped.
How is pricing determined?
Per project. Scale, environments and sensor requirements drive cost, so pricing follows the scoping interview and your confirmed proposal — reviewed by a human, approved by you before any work starts.
What do we receive at delivery?
The dataset in the formats and with the metadata agreed in your proposal, plus documentation of the protocol and QA results, so your team can train and audit without guesswork.
Who is this service for?
Robotics and embodied-AI companies that need training data collected to a specification — including teams whose collection needs are growing faster than their internal operations.
Tell us what your models need to learn
Two minutes of scoping turns it into a protocol and proposal.