Earnings Call

Automated earnings transcript analysis extracting 14 strategic intelligence fields

Extraction fields

Pipeline stages

Schedule

Daily

Type

Automated

View Specification Airtable

Pipeline

Company universe load

Earnings calendar monitoring

Transcript acquisition

AI-powered extraction

Market reaction analysis

Managing Director matching

Intelligence hub delivery

Overview

Monitors the entire tracked company universe for earnings events daily, automatically detecting new releases and fetching full transcripts within hours of publication. AI extraction pulls 14 structured intelligence fields from each transcript.

What This Replaces

Manual transcript reading and note-taking per earnings call (45-90 min per company)

Inconsistent extraction where different analysts highlight different metrics

Delayed coverage when transcripts drop during off-hours or busy periods

Missing competitive signals buried in Q&A sections that analysts skim or skip

Key Capabilities

14 structured extraction fields: revenue, margins, EPS, guidance, strategy, competitive mentions, M&A, and more

7 parallel extraction passes per company for comprehensive coverage

Automatic calendar monitoring detects new transcripts within hours of publication

Market reaction data adds real-time stock price and analyst sentiment context

Deduplication prevents reprocessing: each earnings event is extracted exactly once

Intelligence Depth

Each transcript passes through 7 independent extraction modules running in parallel: financial KPIs, forward guidance, strategic initiatives, business problems, competitive intelligence, M&A and capex signals, and executive sentiment analysis. A consensus search validates key figures against external sources before they reach the briefing. This multi-pass approach catches signals that a single-read analysis would miss — competitive mentions buried in Q&A, subtle guidance revisions, and capex shifts signaling strategic pivots.

Data Sources

EarningCall API

Serper

Claude

Airtable

At a Glance

Extraction fields14

Pipeline stages7

FrequencyDaily