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James

James

AI Automation Specialist

Accepting projects

© 2026 James · Antipolo, PH

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Track 05 / 07 · 2026

Sales Call Quality Analysis

Turns a pasted transcript into the scorecard a manager would have written, in the time it takes to read one.

n8nCoachingStructured output
The n8n canvas for the sales call quality workflow: a form intake feeding a language-model scoring step with a structured output parser, then a four-way fan-out to Google Sheets, Airtable, Gmail and Telegram.

The build

Call review is the highest-leverage coaching in a sales org and the first thing dropped, because forty minutes a call does not survive real volume. The gap is not judgement but the mechanical half: applying the same rubric every time and writing it down. A transcript arrives through a form, a model scores six behavioural criteria and extracts a MEDDIC-lite qualification set, and the normalised scorecard fans out to four destinations in parallel — each set to continue on error, so a revoked token degrades one destination instead of all four. The prompt forbids guessing: an absent field is written as not covered rather than inferred, which turns the output from a summary into the coaching agenda. Transcription sits outside the free tier, so the workflow takes text and feeds off whatever already produces it.

Result

~45s

from pasted transcript to delivered scorecard

Status

Built · validated against a transcript with planted flaws

Case study not yet written.

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05 Sales Call Quality Analysis

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