Instrumented & sensor-layered capture
The premium tier of embodied data — multi-rig, force-instrumented capture of manual work, stood up against a funded brief.
Wrist and shoulder angles alongside the egocentric primary, with grip and force instrumentation on manual tasks. The layer that tells a model not only what a hand did, but how hard, in what order, and what happened when it failed.
This line has no standing lot by design. It is collected to a buyer's action schema rather than ours, because the annotation schema is the product and guessing at it wastes everyone's capital.
Texa provides operator training, rights clearance, contributor payment, capture, ingest, annotation and delivery. The buyer provides the schema and the volume.
Specification
- Rigs
- Multi-angle, 3–4 simultaneous
- Sensors
- Grip and force instrumentation
- Schema
- Buyer-defined action schema
- Annotation
- Frame-level action labels, keysteps, object interactions
- Exclusivity
- Available by category, territory and term
- Lead time
- On brief; rig procurement on commissioned volume
Other supply lines
Cleared African archive — radio, broadcast, film
Decades of in-language radio, broadcast and film sitting in archives that were never contracted for machine learning, in a market with no aggregator working it.
In-language conversational audio
Unscripted, multi-speaker, overlapping speech in languages with effectively no licensed commercial corpus — from cleared archive and from purpose-built collection.
Egocentric & real-world capture
Purpose-collected, head- and chest-mounted first-person video from working environments that cannot be collected anywhere else.
Enterprise & operational documents
Company archives, contracts, correspondence, forms, technical manuals and printed matter — the document layer that extraction and document-understanding models are starved of outside Europe and North America.
Property & transaction records
Listings, valuations, title histories and completed-deal records from agencies, developers and estate surveyors — the structured layer under African urban property, which no dataset currently describes.
De-identified institutional & financial records
Transaction, statement and ledger records supplied by the institution that holds them, de-identified before they leave the building, and licensed for model training under a data-sharing agreement.