Managed services

Run by our team. Proven like the platform.

Overview

Whatever we do for you, the deliverable arrives signed, recorded, and independently checkable.

3Managed services, one substrate
5Signed attestations per dataset
3Signed records per eval run
by hashTests tied to the exact model
STEAV DataAnnotation · Curation · Attestation

Datasets that arrive with their own evidence.

Labeled to your schema, curated for the task, or attested as-is — every dataset ships with five signed attestations instead of a hope and a handshake.

LABELING
Labeled to your schema

Annotation and labeling against your spec — delivered with the provenance of every label recorded alongside the labels themselves.

CURATION
Curated for the task

Sourcing, cleaning, and balancing a dataset for the model you're actually training — with the demographic baseline measured and signed.

ATTESTATION
Attestation, on its own

Bring your existing dataset and we attest it — content hash, PII scan, demographic baseline, and license history, signed and recorded.

Every delivery includes
Five signed attestations
Content hashA tamper-proof fingerprint of exactly what's in the dataset — so any later copy can be checked against what was delivered.
Labeling provenanceA signed record of where each label came from and how it was produced — auditable label by label.
PII scan reportWhat was scanned for personal information, and what was found or cleared — written down and signed.
Demographic baselineHow the data is balanced across groups, measured up front — so bias shows up before training, while you can still act on it.
License historyWhat the data is licensed for and where it came from — the provenance that decides whether you're allowed to train on it.
Get started

The deliverable is the evidence.

30-minute scoping calls

Scoping calls run 30 minutes. Bring the dataset, the model, or the question.

Book a Demo