The proposed Raithu Sahayak system presents a voice-driven AI-based approach for assisting farmers with agricultural financial calculations. Traditional financial systems often require manual data entry and familiarity with digital interfaces, which can create difficulties for users with limited digital literacy.

Raithu Sahayak addresses these limitations by allowing users to provide financial information through voice. The system uses speech recognition and text processing to identify relevant numerical information and performs calculations such as total cost, total income, and profit.

The integration of regional-language interaction and text-to-speech output makes the system more accessible and user-friendly. The currency breakdown feature further helps users understand financial results in a practical manner.

Overall, Raithu Sahayak demonstrates how voice-based AI can be used to simplify financial calculations and improve digital accessibility for farmers. Future enhancements can extend the system with additional regional languages, agricultural advisory services, real-time market information, and more advanced natural-language understanding.