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Personalized learning at national scale, without exporting your students' data.
Back to school
Education runs on thin margins and thick regulations.
Frontier-model APIs that are priced per token become unpredictable, escalating cost centers when scaled to hundreds of thousands of students.
Minors' data attracts the strictest privacy regimes our laws have ever known.
Connectivity-poor regions are left behind by cloud-only solutions
Institutions have little appetite (or skill base) for building and operating their own AI infrastructure



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The merit of AI in the classroom
A well-deployed AI layer gives every student a tutor, every teacher an assistant, and every administrator early warning of disengagement and dropout risk. Curriculum-tuned models that are smaller, tailored and efficient routinely match frontier models on educational tasks at a fraction of the cost and energy.
Why Radian Arc gets extra credit
Radian Arc is outcome-focused. That means better lesson plans, better student engagement and closer curriculum-alignment.
Our orchestration is built for exactly these right-sized models: high-throughput, batch-friendly, scheduled for maximum utilization, delivering the most tutoring sessions, marked assessments and learning interactions per Watt of any deployment model.
Our control plane ensures we can serve every region of a country from in-country infrastructure, with student data never leaving the jurisdiction - and our intelligent routing and orchestration of compute workloads ensures predictable infrastructure economics instead of a runaway token bill.
Radian Arc: More lessons per Watt

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