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Case Study

Scaling Academic Platforms: Managing 200,000+ Experts for 12,000+ Fast Student Solutions

Scaling Academic Platforms: Managing 200,000+ Experts for 12,000+ Fast Student Solutions

About the Client

The client operates in the education technology and academic content services industry, providing students with on-demand expert solutions for academic questions across multiple subjects. Their platform connects learners with subject-matter experts who provide step-by-step solutions to academic queries, enabling students to receive timely academic support and improve their conceptual understanding.

Challenges They Faced

The client required support in scaling expert-driven academic question answering services while ensuring quality, timeliness, and platform stability. However, several operational and platform-related challenges affected the efficiency of the system.
  • Limited Availability of Questions: The volume of student questions available on the platform was often lower than expected, making it difficult to maintain consistent expert engagement and productivity.
  • Platform Stability Issues: The client’s authoring and expert-answering platform experienced technical instability, which occasionally disrupted the workflow for experts and impacted response turnaround times.
  • Need for Large-Scale Expert Onboarding: To support the platform’s growing academic content needs, the client required a large pool of subject-matter experts capable of answering complex academic questions across multiple disciplines.
  • Efficient Allocation of Questions to Experts: Questions needed to be distributed efficiently among experts based on subject expertise while ensuring fair allocation and maintaining response timelines.
  • Ensuring Quality and Accuracy of Solutions: Each answer required clear explanations, step-by-step solutions, and technical correctness to maintain the platform’s academic credibility.

Solutions We Offered

Hurix implemented a structured expert management and question-answering workflow to support the client’s academic platform.
  • Large-Scale Expert Network Development: Onboarded and trained 200,000+ subject-matter experts to support the platform’s academic question-answering requirements.
  • High-Volume Question Processing: Successfully delivered solutions for 12,000+ academic questions, ensuring accurate and well-structured responses.
  • Expert Training and Platform Enablement: Provided comprehensive training to experts on the client’s authoring platform, ensuring they were equipped to navigate the system and deliver structured answers efficiently.
  • Profile Validation and Activation Workflow: Implemented a validation process where expert profiles were reviewed and approved before activation, ensuring only qualified experts were allowed to answer student queries.
  • Structured Question Allocation System: Experts logged into the platform within assigned time slots, where questions were dynamically allocated based on availability and expertise.
  • Efficient Question Reassignment Mechanism: Questions that experts could not answer due to lack of subject knowledge were automatically reassigned within the expert queue, ensuring faster resolution and minimal delays.

Results We Delivered

  • Developed and managed a large network of over 200,000 subject-matter experts, enabling scalable academic support capabilities.
  • Delivered 12,000+ expert-validated solutions, providing students with accurate, step-by-step explanations for complex academic queries.
  • Implemented a structured expert onboarding and validation process, enhancing the consistency and reliability of solutions shared on the platform.
  • Optimized question allocation and reassignment workflows, ensuring better utilization of expert capacity and faster response turnaround.
  • Enhanced the client’s on-demand academic support platform, enabling it to scale expert-driven learning assistance while maintaining high solution quality.
  • Have provided approx. 20,000 hours of online expertise support delivering 12,030 solutions.

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