// METHODOLOGY BRIEF — V1.1

HOW WE DETECT.
HOW WE VALIDATE.
HOW WE DELIVER.

An 8-page reference document detailing the EarningsPulse detection pipeline, pattern library construction, and a worked JPM Q1 2026 case study with forward-validated returns at T+1, T+5, and T+30 versus SPY. Includes the audio ingestion architecture and compliance framing.

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// WHAT'S INSIDE — 8 PAGES
01
Detection pipeline
Four-stage system from audio ingestion through Claude-driven interpretation. End-to-end latency ~800ms per signal.
02
Pattern library construction
How historical earnings transcripts are paired with 30/60/90-day forward outcomes. Continuously growing, licensable separately.
03
JPM Q1 2026 case study
Real forward returns at T+1, T+5, T+30 vs SPY. Bearish thesis validation with full math shown — including where the read was partial.
04
Confidence scoring & match retrieval
Anonymized example: how a signal links back to its closest historical match with cosine similarity and outcome data.
05
Compliance posture
Why every signal is framed as historical correlation, not investment advice. Data provenance and audit trail.
06
Audio ingestion architecture
Three-layer system that handles webcast access internally — traders never touch IR vendor sites or registration forms.
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