Industry: Education & EdTech | Global Publishing Leader
of learners and instructors.
for students, instructors, and content creators.
and personalised study experiences.
publisher assets and ethical use.
A global education publisher faced rising demand for adaptive, AI-driven learning experiences while safeguarding intellectual property and ensuring ethical AI use. Traditional digital products increased instructors’ workload for assignments and delivered limited personalisation at scale. The publisher needed a secure, compliant platform that could provide real-time tutoring, personalised study paths, and content generation support—without risking IP leakage or harmful outputs. They sought an engineering partner capable of building an AI-first architecture that balanced innovation with rigorous governance.
Designed an AI-first microservice architecture on AWS with LangChain agents and managed LLMs (Amazon Bedrock, Anthropic).
Built secure LLM access with knowledge bases, IP-aware controls, and guardrails to prevent leakage.
Implemented context-aware LLM assistance, recommendation engines, and study-prep workflows for students.
Developed a micro-frontend UI for consistent user experiences across courses, backed by analytics and monitoring dashboards.
Added governance tooling and performance metrics for continuous tuning and compliance.
Prioritizing IP-safe grounding, contextual agents, and a modular UX created a trusted platform that instructors and institutions could adopt at scale. The design balanced aggressive innovation with guardrails that ensured safety and accuracy.
IP-aware design protected creative assets and enabled safe content generation.
Grounded agents and context stores delivered accurate, relevant assistance across subjects.
Centralised analytics allowed continuous performance tuning and governance at scale.
The modular architecture enabled rapid feature rollout without disrupting core products.
ClairX delivered a scalable, AI-first learning platform that unified user experience and centralised AI control. Institutions gained real-time assistance, personalised study journeys, and analytics-driven governance—enabling the publisher to expand AI-powered learning products globally with confidence and operational simplicity.