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Technical

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Subcategory Definition Weightage (%)
AI Implementation Strategy & Configuration The team demonstrates mastery of the assigned technology by utilizing advanced configurations to maximize performance. The implementation follows best practices and is customized to fit the specific case study effectively. 
        10 |

| Data Strategy & Engineering | The data strategy is robust and organized, featuring correct preprocessing, cleaning, and augmentation to handle real-world noise, scarcity, or bias. The solution uses relevant sources and effectively addresses data quality issues. |
10 | | Model Performance & Validation | The evaluation process is rigorous and transparent, using domain-specific metrics to clearly demonstrate performance limitations and success rates. The team provides quantitative evidence and valid train/test splits to support their claims. |
10 | | System Integration | The system integration is seamless and functional, effectively connecting the AI component to the application pipeline. The prototype handles real-time input and output automatically without relying on isolated scripts or manual intervention. |
10 | | Technical Feasibility & Scalability | The code quality is production-ready, modular, and structured. The solution demonstrates deep consideration for computational efficiency and future scalability, ensuring it is feasible for deployment beyond just a pilot phase. |
10 |

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Business

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Subcategory Definition Weightage (%)
Market Potential & Demand The concept addresses a widespread market need, backed by strong evidence of a defined target audience. It presents a clear, realistic path to adoption and a scalable business model that demonstrates long-term viability. 
        10 |

| Impact & Social Value | The solution delivers profound positive impact, aligning perfectly with inclusivity and sustainability goals. It goes beyond theoretical benefits to meaningfully transform the target community or address core societal issues. |
10 | | Sustainability | The sustainability plan is comprehensive and long-term, detailing resource efficiency and a clear strategy for ongoing AI maintenance and retraining. It ensures the solution remains viable and efficient over time without excessive waste. |
10 | | Innovation & Creativity | The project presents an exceptional and innovative approach, introducing significant advancements or entirely new concepts. It clearly differentiates itself from existing market solutions through original thinking and creative problem-solving. |
10 |

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Pitch

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Subcategory Definition Weightage (%)
Presentation & Delivery The presentation is compelling and precise, utilizing a strong narrative to articulate the problem and solution clearly within the time limit. It is well-structured and engaging, effectively conveying value without confusion or time overruns. 
        10 |