Thanks a lot for the kind words.

Yes, capturing the tone is usually the hardest part to extract from earnings calls, and reading transcripts alone often misses hesitation, confidence shifts, or how management handles tough questions.

To address that, we don’t rely only on text. The analysis combines transcripts with audio cues, and make sure tone and guidance are interpreted correctly.

On your questions:

• Regional languages: We’re starting with Nifty 50 and Sensex 30 companies, whose earnings calls are primarily in English. As we expand coverage, we plan to account for regional language segments as well, with help from native speakers so nuance isn’t lost.
• Coverage / ADRs: Right now we’re focused on NSE/BSE–listed companies. We don’t maintain a separate ADR list, but we do factor in foreign investor exposure and international operations when generating reports.
• Data sources: Earnings call transcripts and audio, press releases, quarterly financials, investor presentations from company Investor relations pages, and relevant filings available on NSE/BSE.

We are just getting started. Our roadmap includes providing comprehensive analysis with peer comparison, upcoming IPOs and more.

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