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BolSaakshi

Built at Meta Global AI Developer Hackathon · Oct 26, 2026 · Remote

BolSaakshi — Demo video

BolSaakshi (बोल साक्षी) — Spoken Work. Written Clarity. BolSaakshi is a voice-first, AI-assisted web application that helps India's informal workers and their customers turn verbal work arrangements into clear, structured, editable agreement records. Electricians, plumbers, carpenters, painters, and local contractors often finalize work through conversations without documenting the agreed price, materials, deadlines, or payment terms. This can lead to misunderstandings, delayed payments, and disputes. BolSaakshi addresses this problem through a simple multilingual workflow supporting Hindi, Telugu, and English. Users can speak or type their arrangement, and the application transcribes speech, extracts key details, identifies missing information, and generates a structured service agreement record. The platform also supports clarification questions, manual advance and installment tracking, outstanding-balance calculations, WhatsApp sharing, and print-ready PDF exports. Meta's Prompt Guard 2 86M is integrated into the extraction pipeline to screen incoming text for potential prompt-injection risks before structured extraction. The application uses Whisper for speech transcription and GPT-OSS 120B for agreement extraction, accessed through GroqCloud. Built with Next.js, TypeScript, React, Tailwind CSS, and Zod, BolSaakshi is designed to make practical documentation more accessible to people who may not use traditional contract-management tools. Live Application: https://bolsaakshi.vercel.app/ GitHub: https://github.com/Girishp12113/BolSaakshi

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