How MagicSchool Uses Claude to Reduce Teacher Burnout at Scale

Pratham International

Pratham International, one of India's largest nonprofit education organizations, deployed Claude to generate personalized, Bloom's Taxonomy-aligned feedback for student assessments. The system addressed the fundamental challenge of teachers being unable to provide individual feedback in classrooms of 60 or more students. A 20-school pilot completed 1,500+ assessments, improving grading accuracy from 30% to 80% and achieving 90% question generation accuracy.

NonprofitEducationClaude

Texas A&M University System

The Texas A&M University System is one of the largest higher education systems in the United States, encompassing 11 universities, 8 state agencies, and a statewide emergency management network that collectively educates over 153,000 students while defending against state-sponsored hackers and cybercriminals. Faced with a massive threat surface spanning 25,000 endpoints, the system’s cybersecurity team deployed Elastic Security for Endpoint, using its machine learning capabilities and automation layer to unify data from hundreds of sources into a single interface. The result: incident resolution time dropped from months to two hours—a 99% reduction—while automated documentation saved over 100 analyst hours per month.

EducationElastic Security

RMIT University

RMIT University is one of Australia’s largest and most globally connected universities, serving hundreds of thousands of students across campuses in Melbourne, Vietnam, Spain, and partner institutions worldwide. Facing high volumes of international student applications and administrative workflows spread across multiple disconnected systems, RMIT’s automation team deployed 27 automation solutions using Automation Anywhere’s platform, including five AI-powered automations. Over three years, RMIT returned more than 60,000 staff hours to the institution—equivalent to 24 years of capacity—while processing more than 20,000 student requests with greater speed and accuracy.

EducationAutomation Anywhere

Xello

Xello is a college and career readiness platform serving 4 million active students across Canada, the US, and the UK. Managing content across three regional style guides and a constant stream of career profiles, lessons, and feature updates, the content team adopted Writer in 2022 to standardize terminology, enforce style consistency, and accelerate production with generative AI. The result: a 66% faster time to market and a single source of truth for style and brand guidelines accessible across the company.

EducationWriter

Duolingo

Duolingo, the world’s most popular language learning app with over 500 million users, relies on GitHub Enterprise, GitHub Copilot, and GitHub Codespaces to keep 300 engineers moving fast across a 400-repository microservices codebase. GitHub Copilot delivered a 25% speed increase for developers new to a codebase, Codespaces reduced setup time for the largest repository to under a minute, and custom API integrations cut code review turnaround time by 67%.

EducationGitHub CodespacesGitHub Enterprise

Garden City Public Schools

Garden City Public Schools in Kansas operates one of the state's largest student transportation fleets, transporting more than 2,000 students daily across 900+ square miles. After deploying the Samsara Connected Operations Platform with AI dash cams and connected maintenance tools, the district achieved over $150,000 in annual savings, cut maintenance costs by 66%, and reduced preventable accidents by 87% in just 18 months. The transformation replaced paper-based inspection workflows and unreliable DVR cameras with a single cloud-connected platform.

GovernmentEducationSamsara Connected Operations PlatformSamsara AI Dash Cams

Block

Block, the financial technology company behind Square, Cash App, and Afterpay, deployed Claude as the default model in its open-source AI agent, codename goose, running through the Databricks Data Intelligence Platform. The system gives approximately 4,000 employees across 15 job profiles direct access to internal data, automated SQL generation, and AI-assisted code writing. Engineers report saving 8 to 10-plus hours per week, with goose adoption doubling within a single month.

Financial Servicescodename gooseDatabricks

Elation Health

Elation Health migrated its Clinical Insights feature to Claude, achieving a 61% reduction in time-to-first-insight for chart review and doubling adoption among clinicians. The platform serves 46,000+ clinical users across 50 states, helping primary care physicians synthesize dense patient histories before appointments.

HealthcareClaude