// TRANSCRIPTS
Earnings Transcript Summarizer
Turn an earnings call transcript into a structured summary — themes, KPIs mentioned, and segment commentary.
> summarize concall_Q4FY24.pdf
Summary — Q4FY24 Earnings Call Duration: 62 min · Speakers: 7 KEY THEMES - Margin pressure in services segment - New product launch on track for Q2FY25 - Cost programme delivered ₹120 Cr savings NUMBERS MENTIONED Revenue ₹12,418 Cr · EBITDA ₹2,418 Cr (19.5%) Capex guidance ₹1,400 Cr for FY25 source: concall_Q4FY24.pdf · timestamps anchored
// EXAMPLE INPUT
$ summarize concall_Q4FY24.pdf
// EXAMPLE OUTPUT
Summary — Q4FY24 Earnings Call Duration: 62 min · Speakers: 7 KEY THEMES - Margin pressure in services segment - New product launch on track for Q2FY25 - Cost programme delivered ₹120 Cr savings NUMBERS MENTIONED Revenue ₹12,418 Cr · EBITDA ₹2,418 Cr (19.5%) Capex guidance ₹1,400 Cr for FY25 source: concall_Q4FY24.pdf · timestamps anchored
// EXTRACTION LOGIC
Transcript is segmented by speaker, then sections are tagged (opening remarks, Q&A, closing). Numbers in the transcript are reconciled against the quarterly results PDF when both are provided.
// SOURCE-LINKED OUTPUT
Every theme and number includes a paragraph anchor and timestamp (where present) so the original spoken sentence can be opened.
{ file, page, table_id, row_id, cell_id, label, value, unit, period }// FAQ
Are speakers identified?
Yes. Each paragraph is attributed to a speaker and tagged management vs analyst.
Does it reconcile numbers with the results PDF?
When both files are uploaded, numbers spoken on the call are matched against the published quarterly figures.
Can summaries be exported as text or JSON?
Both. The JSON output preserves anchors; the text output is reading-friendly.
// RELATED TOOLS
Transcripts
Concall Q&A Extractor
Extract every analyst question and management answer from an earnings call into a structured Q&A table.
Transcripts
Management Commentary Extractor
Pull the management discussion section — opening remarks and segment commentary — from earnings calls and annual reports.
Transcripts
Guidance Tracker
Extract management guidance statements across calls and presentations into a tracked, comparable table.
// EARLY ACCESS
Get early access to the Earnings Transcript Summarizer
Paper Data is currently in private beta. Request access to start converting your financial documents into source-linked tables.