1. Project Initiation and Technical Scope Definition:
   • Objective: Establish a clear project scope, engage stakeholders, and define technical goals.
   • Activities: Define project and technical goals, outline the tech stack, identify key stakeholders, and develop a communication plan.
   • Duration:
2. Market Analysis, Requirement Gathering, and Architecture Design:
   • Objective: Understand the market, gather detailed requirements, and design system architecture.
   • Activities: Conduct market research, deep dive into technical requirements, data structures, API design, and develop system architecture.
   • Duration:
3. Prototype Development and Early System Design:
   • Objective: Build early-stage prototypes and system design.
   • Activities: Develop prototypes focusing on core functionalities, implement basic AI models, and create initial system architecture for the audit tool and dashboard.
   • Duration:
4. Development Phase I: Core Development and Backend Integration:
   • Objective: Develop the core functionalities of the audit tool.
   • Activities: Agile sprints focusing on backend development, AI integration, and initial UI components for the audit tool.
   • Duration:
5. Testing Phase I: Internal, API, and Audit Tool Feedback:
   • Objective: Conduct comprehensive testing of the audit tool and gather feedback.
   • Activities: Perform unit tests, integration tests, API tests, internal and external testing of the audit tool, and refine code based on test results and user feedback.
   • Duration:
6. Development Phase II: Dashboard Development and Coaching Integration:
   • Objective: Develop the dashboard and integrate the coaching platform.
   • Activities: Develop frontend for the dashboard, integrate coaching algorithms, ensure data synchronization, and design UI/UX for the dashboard.
   • Duration:
7. Testing Phase II: User Acceptance, Feedback, and Iteration:
   • Objective: Test and refine the dashboard and coaching platform.
   • Activities: Conduct user acceptance testing, collect developer and user feedback, and iterate based on the feedback for both the dashboard and the coaching platform.
   • Duration:
8. Final Integration and Pre-Launch Testing:
   • Objective: Integrate all components and conduct final system-wide testing.
   • Activities: Full system integration testing, focus on performance, load testing, and bug fixes, and prepare for launch.
   • Duration:
9. Launch, Marketing, and Post-Launch Support:
   • Objective: Successfully launch the product, increase visibility, and provide ongoing support.
   • Activities: Launch the product, execute the marketing strategy, monitor performance, offer customer support, and gather post-launch feedback.
   • Duration: Ongoing
10. Iterative Development, Continuous Integration, and Enhancement:
    • Objective: Continuously improve and update the product.
    • Activities: Implement CI/CD pipelines,
    • standards, and adapt to market changes and user feedback.
    • Duration: Ongoing
11. Regular Synchronization with Stakeholders and Teams:
    • Objective: Ensure alignment between technical development and project management goals.
    • Activities: Conduct regular meetings with stakeholders and project management, align technical development with project objectives, and address any emerging issues or changes in scope.
    • Duration: Concurrent with development phases
12. Comprehensive Documentation and Knowledge Management:
    • Objective: Maintain detailed documentation and facilitate knowledge sharing.
    • Activities: Keep comprehensive records of each development phase, update project documentation regularly, and ensure knowledge transfer among team members and new developers.
    • Duration: Ongoing
13. Monitoring, Feedback, and Continuous Improvement:
    • Objective: Monitor system performance and continuously seek ways to improve.
    • Activities: Set up monitoring tools, establish a bug reporting and patching workflow, collect and analyze user and developer feedback, and apply insights for continuous product improvement.
    • Duration: Ongoing