the data is ready.
the paperwork is too.
Verified synthetic datasets with documented origin, clear permitted use and a signed license at delivery. Train, validate and demo without the months of legal back-and-forth.
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Synthetic Complaints & Rights Requests
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Built for teams that ship serious AI
finding compliant training data takes months. starting with waiser data takes minutes.
Verified synthetic datasets, ready to use. Documented origin. Clear permitted use. No commitment.
Dossier from day one
Origin, method, legal, ethics, quality, limits — read before you commit.
Hover to read moreDossier from day one
Every dataset arrives with a full dossier — documented origin, generation method, legal review, ethical notes, quality metrics and known limitations. You read the paperwork before you commit to the data, not after an auditor asks. Nothing reaches the catalog without it.
Learn morePermitted use, in writing
Each license states what's allowed — and what isn't. No grey area.
Hover to read morePermitted use, in writing
Training, validation, testing, internal demo, commercial deployment — each license states explicitly what is allowed and what isn't. No buried clauses, no grey area, no 'ask us later'. Your legal team gets a clear answer on the first read.
Learn moreReadiness profile, not a single score
Five dimensions, not a single number. Choose with full context.
Hover to read moreReadiness profile, not a single score
Instead of one vague quality number, every dataset is scored across five dimensions: documentation depth, permitted-use clarity, privacy risk, utility for the intended task, and ethical review. You choose with full context — and you can defend the choice.
Learn moreVerified, not generated on the fly
Technical, legal and ethical review before a dataset is listed.
Hover to read moreVerified, not generated on the fly
Each dataset passes a technical, legal and ethical review before it is listed. We document what we checked, what we didn't, and on what evidence — so verification is an assessment for a defined intended use, not a vague stamp of approval.
Learn morefrom search to signed license, in three moves.
A predictable path — no back-channels, no surprises. Documented permission at the end.
Read the full flow01
Find a dataset
02
Review the dossier
03
Request access
data built for specific ai use cases.
not a file. a defensible package.
Six artifacts ship with every dataset — the dataset itself, plus everything your legal, security and ML teams ask for before approving it. Same structure, every time, so review is a checklist, not a project.
- 01
Dataset file
CSV, JSONL, Excel or Parquet — the format your pipeline expects.
- 02
Sample preview
A small slice you can open before requesting access.
- 03
Data dictionary
Every column, value and label explained in plain language.
- 04
waiser Dossier
Origin, generation, legal, ethics, quality and limits — one document.
- 05
License terms
Permitted and prohibited use, written out — no grey area.
- 06
Version log
Version, date and changes — every dataset is fully traceable.
build the model. we'll handle the proof.
Every dataset arrives documented enough to satisfy your legal, security and compliance reviewers — so your team stays focused on the model, not the paperwork.