De-identification
Names, identifiers, secrets and client details removed or replaced consistently, so records stay useful without pointing to anyone.
OsventaOptional service
Package your data. Earn more for it.
Labs pay more for data that's ready to use. If you want, we turn your raw records into clean, documented, training-ready datasets. If you'd rather license as-is, that works too.
As-is vs packaged
Same data, different deal
| License as-is | Packaged by Osventa | |
|---|---|---|
| What labs receive | Your de-identified export | Structured, labelled, documented datasets |
| Buyers it suits | Labs with their own data teams | Most labs, including those who need it ready to train |
| Price and terms | Market price for the raw records | Typically stronger, because less work is left for the buyer |
| Your effort | A few hours | A few hours, plus sample reviews |
| Cost to you | Nothing upfront | Quoted separately, agreed before we start |
What packaging includes
Pick the steps that pay
Structuring
Scattered exports joined into clean, consistent datasets: one schema, linked records, no duplicates.
Task & trajectory building
Real work turned into training material, e.g. tickets into step-by-step agent tasks, or code changes paired with their reviews.
Labelling & expert review
Domain experts tag outcomes, quality and edge cases where a lab needs ground truth.
Datasheet & provenance
Documentation labs need for their own compliance: sources, rights, coverage and known gaps.
Quality checks
Coverage, consistency and leakage checks before anything reaches a buyer, so acceptance goes smoothly.
How it runs
Fully optional, fully in your control
Packaging never starts without your sign-off on scope and price, and nothing leaves your hands without your review.
Opt-inQuoted upfrontSample review
- 01
Assess
We look at the raw data and tell you which packaging steps would actually change the price, and which wouldn't.
- 02
Agree scope
You choose the steps. Packaging is quoted separately, and you can stop at any point.
- 03
Prepare
We do the work in your environment or in an isolated workspace, with access limited to the people on your project.
- 04
Review
You review samples of the packaged output before it goes to any buyer.
Do I have to use packaging?
No. Many deals are licensed as-is. We'll tell you honestly when packaging would change the outcome and when it wouldn't.
Who does the work?
Osventa's data team, with domain experts for labelling where needed, under the same confidentiality and access rules as the rest of your deal.
Can packaged data be licensed to more than one lab?
Yes. Unless you choose exclusivity, the packaged dataset can be licensed to several buyers, which is often where packaging pays for itself.
Find out what your data is worth
Two minutes, no obligation, nothing leaves your systems.
Get an estimate