AI / Machine Learning / voice-11

Meeting Action Extraction Pipeline

Automates speech-heavy operations while strengthening compliance review and service speed.

Meeting Action Extraction Pipeline project visual

Commercial Scale

$21,900 USD

Risk Reduced

Automation Reliability

Executive Situation

Leadership meetings produced valuable decisions and account commitments that were buried in transcripts and inconsistently transferred into operating plans.

Modular Solutions Response

We built a speech-to-action pipeline that diarizes meeting audio, summarizes decisions, extracts owners and deadlines, and stores embeddings for semantic lookup. Validation compares extracted actions against human-reviewed minutes to tune precision before automation.

Industry

Manufacturing

Category

Voice AI & Speech Synthesis

Specialty

Production

Evidence Basis

Model + MLOps

WhisperT5PineconeFastAPI

parameters

835M ASR + seq2seq stack

latency

3.2s per hour summarized

training

47 GPU hours

loss

L = CE(summary) + span CE

Enterprise Security Gate

Network Access Restricted.

Detailed files, client-specific assumptions, and delivery channels remain controlled.