PLATFORM

From real work to a corpus you can search.

Wherever it is captured, the data lands in one place, consistent and comparable. You search a live corpus, license exactly the distribution you’re missing, and get every episode cleared, labeled, and traceable.

01  /  Discovery

Find the exact data you’re missing.

The corpus is searchable on six independent axes, so you pull a precise distribution instead of a bulk dump, right down to the long-tail cases your own fleet will never see.

WHAT WORK

The task itself, from a curated, reviewed vocabulary you can commit to by name.

WHO DID IT

Person, machine, or robot. The same task, done three ways, is three different distributions.

WHERE

The environment the work happened in, from a fixed floor to the open field.

SIGNALS

Which channels were recorded, combined however your model needs them.

OBJECTS

What was handled, and whether it was acted on, used as a tool, or worked against.

HOW

The manner of the motion itself. Find the episodes that move like the one you already have.

02  /  The episode

Every unit is one cleared, labeled, provenance-stamped episode.

Multimodal and time-synced

Every channel that matters, aligned to a common clock: what was seen, moved, handled, and how it turned out.

Labeled, with provenance

Each label is a traceable claim with a method and a confidence, never worker-supplied. You see how every label was made.

A held-out benchmark

A slice that never enters training, for testing and certification. Licensed as its own product.

Exported your way

Bulk export in the formats your pipeline expects, over signed links with a clear expiry and a download audit.

03  /  Provenance & compliance

Every episode arrives cleared, traceable, and safe to train on.

RIGHTS-CLEARED
Clean by origin

Data is captured under agreement and delivered cleared for AI training and evaluation. No scraped sources, no murky provenance, nothing you have to take on faith.

PRIVATE BY DESIGN
Non-personal by construction

Personal identifiers are removed on site, before anything leaves the building, and never retained. The people who take part are paid participants with individual signed consent.

COMPLIANT
Indemnified on delivery

Every record carries full lineage and a consent basis. We warrant provenance and indemnify on delivery, so your data governance is covered from day one.

Built in from the first record.

Documented governance and provenance make the models you train easier to certify, not harder. That is the difference between data you can ship on and data you can only experiment with.

HOW IT’S LICENSED

Licensed non-exclusively by default and cleared for training and evaluation, with Praxoris retaining title so the same episode can serve you and the field. Need it exclusive? A slice is fenced at ingest and carved out of the pool, deliverable to no one but you, with an append-only audit trail that proves no other buyer could have licensed it. Start small with a spot purchase at a published rate, no commitment, in the marketplace.

See what’s in the corpus.

Explore the catalog →Request access