Physical intelligencePrivate access
Expert physical task demonstrations
Real workers completing skilled tasks with first-person context, actions, tools, corrections, and outcomes.
MODALITIES
STRUCTURE
Actions · Tools · Outcomes
EXISTING PROPRIETARY DATASETS
License datasets the public internet doesn’t have.
Permissioned, controlled-source multimodal data available for private licensing—structured around expert work, physical interaction, workflows, and outcomes.
Explore private accessCATALOG SIGNALPRIVATE
PRIVATE CATALOG
Explore data capabilities without exposing the underlying corpus.
Public cards describe modalities, structure, and access status. Exact dataset details, samples, scale, and licensing terms are shared privately with qualified teams.
Discuss access
Digital operationsCustom collection
Enterprise agent workflows
Long-horizon work across business systems, paired with intent, decisions, exceptions, and resolution signals.
MODALITIES
STRUCTURE
Tool calls · Exceptions · Outcomes
High-skill domainsPilot
Expert procedural intelligence
Procedural sequences synchronized with expert narration, interpretation, decisions, and structured temporal layers.
MODALITIES
STRUCTURE
Phases · Actions · Decision points
Skilled workCustom collection
Industrial maintenance trajectories
Inspection, diagnosis, repair, and verification captured in real operating environments.
MODALITIES
STRUCTURE
State change · Repair · Verification
Model evaluationCustom collection
Private evaluation sets
Non-public expert scenarios, hard negatives, edge cases, and outcome-grounded tasks for capability evaluation.
MODALITIES
STRUCTURE
Rubrics · Failure modes · Quality score
Robotics & agentsPilot
Human correction and recovery
Failure, intervention, adaptation, and recovery examples that reveal how experts respond when conditions change.
MODALITIES
STRUCTURE
Failure · Correction · Recovery
DATA BUILT FOR TRAINING
More than files in storage.
Every program can combine the technical, semantic, legal, and operational structure needed for model development.
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Rights-cleared
02
Provenance tracked
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Expert generated
04
Multimodal
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Temporally aligned
06
Quality scored
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Custom ontology
08
Edge-case rich
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Success + failure
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Buyer-defined schema
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Private licensing
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Custom collection
ACCESS MODELS
Licensing shaped around the program.
Commercial structures depend on the dataset, rights scope, use case, access window, and exclusivity requirements. Pricing is never published.
Private licensing
Controlled access for internal model training, evaluation, or both.
Qualified buyer accessCollection continuity
Extend an existing corpus with new tasks, environments, experts, or edge cases.
Ongoing deliveryTechnical diligence
Review modalities, schemas, lineage, quality criteria, and delivery requirements before access.
Structured reviewCustom data
If the required capability is not in the catalog, design a prospective collection program.
Built to specification