Marathi in Maharashtra business — Mumbai and Pune
Maharashtra business runs on Manglish — Marathi mixed with English and Hindi in Mumbai and Pune offices, startups and the Marathi film industry. hearlog transcribes this code-switching natively with Google Gemini AI, producing one clean transcript plus an English translation without dropping either language.
A Pune office conversation sounds like "meeting postpone kara, aani report submit zala ka?" — Marathi grammar carrying English business nouns and verbs. A single-language transcriber breaks on this. hearlog captures both in Devanagari Marathi and Roman English exactly as spoken, then translates the whole transcript to English for stakeholders who do not read Marathi.
Mumbai and Pune startups record standups and investor calls, the Marathi film and media industry transcribes interviews, and corporate teams document meetings — all in Manglish. The transcript is searchable and exportable, and the one-click English translation makes Maharashtra-first conversations shareable with national and global teams.
Maharashtra government and academic Marathi
hearlog transcribes formal Marathi used in Maharashtra government recordings, official proceedings and academic research on Marathi literature and history, translating each to English while preserving the original Marathi transcript with timestamps.
Formal spoken Marathi in government and academia differs markedly from the Manglish of business. hearlog transcribes proceedings, university lectures and recorded interviews in standard and regional Marathi — including Nagpur (Varhadi) and Konkan varieties — then translates to English for wider dissemination, keeping both versions in one note so researchers can cite the exact original wording.
Scholars studying Marathi literature, folklore and oral history, and journalists covering Maharashtra politics, get a searchable English archive from audio that once required a specialist transcriber, while the Devanagari Marathi transcript preserves the source for verification.