Unified student admission management — RAG and agentic AI for a premium academic institution.
Intelligent admission screening with RAG pipelines, agentic evaluation workflows, and automated offer management.
The situation
A premium academic institution was managing thousands of applications across multiple programmes with manual screening, inconsistent evaluation, and offer letters that took weeks to issue.
What we did
Built a unified admissions platform with RAG pipelines over institutional policies, an agentic AI layer that handled multi-step evaluation, and automated offer management with human-in-the-loop checkpoints. LangChain on Python with a custom orchestration layer.
The outcome
Delivered a unified admissions platform with RAG over institutional policies, agentic evaluation workflows and offer management with human review checkpoints.
At a glance
RAG over institutional policy · Agentic evaluation · Offer management with human review
Client details available on request, with client consent.
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