Education & Research
ScaleJade builds the data infrastructure underneath — and publishes the evaluation work, including the parts that did not flatter the model.
What we see in this sector
Universities hold some of the most sensitive personal data in the country on some of the oldest systems, and are now being asked to evaluate AI tools nobody has benchmarked for their languages or their teaching.
The most sensitive data on the oldest systems
Student records fall squarely under UU PDP, and they usually live in systems built before anyone had to think about consent or retention.
AI tools nobody has benchmarked for you
Institutions are asked to evaluate tutoring and assessment tools scored on English answer accuracy — which says almost nothing about whether they can teach in Bahasa Indonesia.
Reporting that has to reconcile
PDDIKTI submissions have to agree with the systems of record, which is harder than it sounds once three departments each keep their own.
What we build against
- UU PDP No. 27/2022
- PDDIKTI reporting
- PDPA (Singapore)
- ISO 27001
Frameworks we design and document against.
What we build
Student data platforms under UU PDP
Consent, retention and access control designed into the data model rather than bolted onto the application.
Language model evaluation for teaching
Benchmarks and rubrics that measure pedagogy rather than answer accuracy. TutorBench is ours, and it is published.
Southeast Asian language data practice
Human data collection and annotation for Bahasa Indonesia and regional languages — training and evaluation sets built by people who speak them.
Reporting and records integration
PDDIKTI and internal reporting reconciled against one system of record instead of three.
Proof
Clients and partners
Selected work
Premier Research Institution
Cross-Border Data Sovereignty Network
- Zero Data Breaches
- Federated Learning Ready
- Cryptographic Access Control
Business & Management Institute
Immutable Academic Credentialing
- Tamper-Proof Records
- Instant Global Verification
- High-Availability Storage
Evaluating an AI tool, or modernising student records?
We publish our evaluation work. Read it first, then tell us what you are actually trying to measure.
Talk to an engineer