Features wise Roadmap

Platform Integrations

  • Year 1:

    • Telegram (Q2,year 1), Discord (Q1,year 2)

    • Reddit, Twitter, Instagram (Q3)

  • Year 2:

    • Additional platforms based on user demand (e.g., Facebook Groups, LinkedIn)

    • WhatsApp, Slack (Development starts in Q2, launch in Q3)

    • Integration with project management tools (e.g., Jira, Trello)

AI and Machine Learning Enhancements

  • Sentiment Analysis:

    • Basic implementation (Q1)

    • Multilingual support (Q1, Year 2)

    • Contextual sentiment analysis (Q2, Year 2)

  • Predictive Analytics:

    • Initial predictive models (Q2, Year 2)

    • Enhanced forecasting (Q3, Year 2)

    • Behavioral prediction models (Q3, Year 2)

User Experience (UX) and User Interface (UI) Improvements

  • Dashboard Customization:

    • Basic customization (Q4, Year 1)

    • Advanced customization with drag-and-drop widgets (Q2, Year 2)

  • Mobile Experience:

    • Mobile-responsive website (Q2, Year 1)

    • Native mobile apps (Beta in Q2, Year 2; Official release in Q3, Year 2)

Security and Compliance

  • Initial Security Measures:

    • Data encryption in transit and at rest (Q1)

    • Compliance with GDPR and other regulations (Q1)

  • Enhanced Security:

    • Two-factor authentication (Q1, Year 2 )

    • Regular security audits (Bi-annual starting Q4, Year 1)

Community and Support

  • Support Channels:

    • Email and ticketing support (Q1, Year 2)

    • Live chat support (Q4, Year 1)

    • Community forums (Q3, Year 2)

  • Educational Resources:

    • User guides and documentation (Q3, Year 1)

    • Webinars and tutorials (Starting Q1, Year 2)

    • Certification programs for advanced users (Q3, Year 2)

Risk Mitigation and Contingency Planning

  • Technical Risks:

    • Risk: Delays in AI model development.

      • Mitigation: Allocate additional resources to AI development; establish partnerships with AI research institutions.

    • Risk: Scalability issues with rapid user growth.

      • Mitigation: Invest in scalable cloud infrastructure early; implement load balancing and performance optimization techniques.

  • Market Risks:

    • Risk: Emergence of strong competitors.

      • Mitigation: Focus on unique value propositions; continuously innovate based on user feedback.

    • Risk: Changes in social media platform policies affecting data collection.

      • Mitigation: Diversify data sources; stay updated with platform policies and adjust accordingly.

  • Regulatory Risks:

    • Risk: New data protection regulations impacting operations.

      • Mitigation: Employ legal experts to ensure compliance; adopt flexible policies that can adapt to new regulations.

Future Outlook Beyond Two Years

While the focus is on the immediate two-year roadmap, Cribble envisions future developments such as:

  • Integration with Decentralized Platforms:

    • Exploring data collection and analysis for decentralized social networks.

  • Blockchain Analytics:

    • Incorporating on-chain data to correlate community engagement with blockchain activity.

  • AI Innovation:

    • Developing proprietary AI technologies for unmatched analytics capabilities.

  • Global Market Penetration:

    • Expanding into emerging markets with localized support and partnerships.

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