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GenAI Case Study - Careers360

Case Study: Enhancing Productivity at Careers360 with GenAI and Amazon Bedrock

Client Overview​

Careers360 is a prominent educational platform offering insights, reviews, and guidance to millions of students and professionals across India. The platform relies heavily on content creation, research, and updates to maintain its relevance in the rapidly changing educational landscape.

Challenge​

Careers360’s content team faced significant challenges in conducting extensive research for various articles, reviews, and guides. With a large repository of internal documents, public blogs, and an ever-increasing volume of content, the team often found themselves overwhelmed, spending hours manually searching through documents to gather information.

Solution by Opstree​

To address this challenge, Opstree leveraged Amazon Bedrock to implement a Retrieval-Augmented Generation (RAG) model. The core idea was to streamline the research process for Careers360’s content creators by building an advanced AI-driven knowledgebase capable of retrieving accurate and targeted information in real-time.

Steps Involved​

1. Knowledge Base Creation​

  • All internal documents, including public blogs and internal guides, were collated to form the foundation of the knowledge base.
  • A real-time update mechanism was implemented to ensure the knowledgebase was always current with the latest information.

2. Integration with GenAI​

  • Using Amazon Bedrock, a GenAI model was built on top of the knowledgebase.
  • The RAG model enabled content creators to perform targeted research by querying the AI tool, which would retrieve specific, relevant information from the knowledgebase, vastly improving response time.

3. Customized for Careers360​

  • The model was fine-tuned to understand Careers360’s tone, style, and specific needs, making it more relevant for their content creation process.
  • The system provided curated information that met the nuanced requirements of the content team, ensuring higher accuracy and relevance.

Results​

  • Increased Productivity: The content team at Careers360 saw a dramatic reduction in research time. Tasks that previously took hours could now be completed in minutes, resulting in a 300% increase in productivity.
  • Efficient Knowledge Management: By keeping the knowledge base updated in real-time, Careers360's team always had access to the most current information, eliminating the risk of outdated content.
  • Streamlined Research Process: The GenAI tool offered highly targeted results, saving the content creators time and effort in sifting through large volumes of information.

Impact​

Opstree’s solution empowered Careers360’s content team to focus on higher-level content creation, free from the burden of manual research. The implementation of the RAG model not only boosted productivity but also improved content quality, as the team could now base their articles and reports on more precise, up-to-date information.

Conclusion​

With Opstree’s GenAI-driven solution using Amazon Bedrock, Careers360 was able to transform its content operations, achieving greater efficiency and saving significant research time for its large team of content creators.

Why Choose OpsTree​

1. Expertise in Custom GenAI Solutions​

OpsTree specializes in designing and deploying tailored GenAI solutions, like Retrieval-Augmented Generation (RAG), that cater to your unique business needs. Leveraging platforms like Amazon Bedrock, we create models fine-tuned to your data and workflows, ensuring the AI-generated insights are relevant, actionable, and optimized for your specific use cases.

2. Seamless Integration with AWS Ecosystem​

As AWS experts, OpsTree excels in integrating GenAI models with existing AWS services such as S3, Lambda, SageMaker, and more. This enables end-to-end automation, real-time updates, and seamless scalability, making your GenAI solution robust and future-proof while benefiting from AWS’s secure infrastructure.

3. Proven Track Record with Scalable AI Solutions​

OpsTree has a proven history of successfully delivering AI-driven projects, including large-scale content research systems like the one implemented for Careers360. Our expertise in deploying scalable, cost-optimized AI solutions ensures that you receive a high-performance, enterprise-grade system that can handle evolving data demands efficiently.