Data category
Education & Training Data
Owned course materials, exam questions with answer keys and anonymized graded work with teacher feedback.
Why it matters for AI
Measured, judged, resolved.
Graded work paired with a teacher's feedback shows what a good answer looks like and how to get there. Student work is licensed only in anonymized form, with the institution's written authorization and any consent its rules require; records of minors need enhanced review.
Typical data
- Owned course materials
- Exercises
- Exam questions & answer keys
- Anonymized graded assignments
- Teacher feedback
- Aggregated learning outcomes
- Recorded lectures & transcripts
- Student questions & tutor answers
Representative workflow
Illustrative
- 01Learning objective
- 02Course material
- 03Exercise or exam
- 04Student answer
- 05Grading & feedback
- 06Revision
- 07Measured progress
Who typically holds it
- Universities and colleges
- Schools and tutoring centers
- Corporate training providers
- Testing and certification bodies
Potential AI applications
- Tutoring assistants
- Automated grading and feedback
- Reasoning evaluation sets
- Curriculum design tools
Trust & compliance
Data licensing without losing control.
Your data stays yours until you decide otherwise. We assess before anything is shared, and we treat rights and privacy as conditions of a transaction — not afterthoughts.
No raw data for an initial evaluation
Nothing moves without authorization
Ownership is not the same as licensing rights
Specialist review where it is needed
Own valuable data?
Check your data's licensing potential.
A confidential, no-raw-data assessment of your company's records — from lab results and production logs to cases, claims and transactions.
Or take the partner questionnaireBuilding AI?
You specify it. We source it.
Tell us the proprietary data your model needs — domain, structure, modalities and rights. We approach the organizations that produce it.