Project

Project Overview

Our client sought to enhance their employee onboarding process, which was bogged down by a fragmented documentation system. They relied on various platforms like Google Drive, email, Notion, and Confluence to store onboarding materials, leading to confusion and inefficiencies for both new hires and team leads.

The Challenge

• Fragmented Documentation: Critical onboarding materials were scattered across multiple platforms, making it hard to find relevant information.
• Lack of Visibility: Team leads had minimal insight into a new hire’s onboarding progress.
• Inefficient Query Resolution: New employees often had to sift through various sources or wait on team members to answer basic questions.

Our Approach

• Collaborative Discovery: We partnered with team leads and onboarding managers to map out the existing processes and identify pain points.
• Consolidated System Design: We designed a centralized onboarding platform where new employees could track their tasks and easily access pertinent documentation.
• AI-Powered Document Processing: Leveraging OpenAI GPT APIs, we converted disparate documents into Markdown and utilized vectorization and retrieval augmented generation to facilitate intelligent, context-driven search.

The Solution

• Checklist & Status Tracking: New hires are guided step-by-step through tasks, with real-time visibility of their progress.
• AI-Powered Knowledge Base: The system intelligently retrieves relevant onboarding content based on an employee’s role or query.
• Custom Renderings: Specialized links to Jira tickets, Miro boards, YouTube videos, and more are displayed seamlessly for easy navigation.
• Central Repository for Documentation and Standardized Markdown Format: All existing and new onboarding materials are stored consistently.
• Easy Updates: Team leads can add or edit onboarding documentation in one place without juggling multiple platforms.

The Results

• Streamlined New Hire Experience: Employees can quickly find answers to their questions and see a clear path of tasks to complete.
• Enhanced Team Lead Oversight: Managers track each new hire’s progress and ensure they have the resources they need.
• Centralized Information Hub: All onboarding content now resides in a single, well-organized repository, reducing confusion and duplicated efforts.

Technologies & Tools Used

• NodeJs for the backend
• ReactJS for the frontend
• AWS for cloud services and deployment
• Docker for containerization and local-first development
• OpenAI GPT APIs for AI-driven document processing and query handling