Partnerships
Sovereign deployments of the BlueberryML framework.
Our framework reaches schools at scale through partners who deploy it on their own infrastructure, under their own brand, under their own jurisdiction's law. The pattern is called ClassGrade.
Flagship Deployment
Chrysalis — India.
BlueberryML's adaptive learning technology powers Chrysalis, deployed across 300,000+ students and 150+ schools in India through our distribution partner EZ Vidya. Chrysalis is the flagship realisation of the ClassGrade pattern: EZ Vidya owns the brand, the schools relationships, the operational responsibility, and the data. BlueberryML licenses the framework, continues to develop it, and provides technical support.
300,000+
students
150+
schools
India
jurisdiction
Since 2023
in production
How the Architecture Works
Partner operates; BlueberryML provides the framework.
EZ Vidya runs the deployment on their own AWS infrastructure under Indian law. They act as data controller and data processor. Student data, audio, transcripts, and exam images stay on EZ Vidya's systems. BlueberryML is not in the data path.
BlueberryML licenses the framework code as deployable artifacts — Docker images, configuration, deployment material pushed from BlueberryML's private repositories into EZ Vidya's infrastructure. The arrangement is technology licensing, not data processing.
What the Framework Delivers
A coordinate system, applied to real classrooms.
The deployment runs the full BlueberryML framework: the dimensional coordinate system, the adaptive engine, the voice and exam-grading pipelines, the assessment intelligence. Every child has a position. Every activity updates that position. Every next step is chosen because of where the child is and where the framework determines they should go next.
The framework is calibrated against international standards — CEFR for English, TIMSS for Maths, TIMSS Science and NGSS for Science — and mapped across Cambridge Primary, Cambridge Early Years, the UK National Curriculum, and Common Core.
Posture
Selective and inbound.
BlueberryML does not actively prospect for partners. Each partnership is a long, technically serious relationship, and the partners worth working with bring real operational substance — distribution, infrastructure, capital, localisation capacity, brand. Inbound enquiries from serious operators get serious consideration.