🗣️ FairFrame

🌍 Problem In team meetings, many employees — especially juniors or underrepresented voices — hesitate to share their ideas due to lack of confidence, unclear communication, or fear of being misunderstood. This leads to:

• Fewer diverse perspectives.
• Lower team engagement.
• Missed opportunities for innovation.

💡 Solution An AI-powered assistant that joins meetings (live or recorded) and provides personalized feedback on communication style, confidence, and clarity.

• Helps individuals improve presentation and self-expression skills.
• Gives managers/team leads aggregated insights on participation balance (e.g., who spoke most/least, overall tone).
• Supports long-term growth with personal goals and progress tracking.
• Inclusive team culture.
• Doubles as a personal communication coach for presentations, customer calls, or interviews.