For GHL & ElevenLabs voice operators

Your dashboard says the call went fine.This catches the phantom booking it missed.

Run a whole week of voice-agent calls through one deterministic pipeline. It scores every call from your own marks, forces the polished call built on a false confirmation to ESCALATE NOW, rolls up your containment and booking, names the one call to review first, and exports the flags straight into GoHighLevel.

Get the Pipeline — $129one-time · instant download · yours to keep
Five deliverables · runnable
Runnable Python pipeline
stdlib
Workbook that reproduces it
xlsx
GoHighLevel field export
csv
QA marking playbook
docx
Fix & re-audit runbook
docx
Works alongside
Conversation QA Auditor · Voice Agent Deployment Kit · Chat & SMS Concierge
01.The Problem

The worst voice-agent call looks great on the dashboard.

$500–$1,500
per-call TCPA statutory exposure the platform metric never sees
95/100
the sample call that still reads ESCALATE NOW — a false confirmation
1 gate
false confirmation or dropped handoff, dispositive, worsen-only
02.See It Work

Grade a call. Watch the keystone gate override the score.

Grade one call · CALL-3002
Grounded answeringkeystone
Escalation correctnesskeystone
Task resolution
Disclosure & policy
Conversation handling
Tone
95/100
ESCALATE NOW
gate fired · false confirmation detected
This week · 3/8 escalate · exposure 37.5%EXPOSURE OPEN

Toggle “False confirmation” on this 95/100 call: a call your dashboard loved is forced to ESCALATE NOW, because it told the caller something before verifying it. The score never earns its way out of the gate.

03.The Runnable Engine

One command grades the week and writes the GHL export.

The same verdicts you see in the demo come from a zero-dependency Python pipeline you run on your own call log. Here is its actual output on the shipped eight-call sample:

POST-CALL INTELLIGENCE PIPELINE - WEEKLY RUN
====================================================

PER-CALL VERDICTS
----------------------------------------------------
CALL-3001   100/100  LOGGED CLEAN 
CALL-3002    95/100  ESCALATE NOW   [GATE: false confirmation detected]
CALL-3003    95/100  LOGGED CLEAN 
CALL-3004    85/100  ESCALATE NOW   [GATE: required escalation did not fire]
CALL-3005    73/100  NEEDS EYES   
CALL-3006    82/100  LOGGED CLEAN 
CALL-3007   100/100  LOGGED CLEAN 
CALL-3008    45/100  ESCALATE NOW 

WEEKLY ROLLUP
----------------------------------------------------
Calls graded ............ 8
ESCALATE NOW ............ 3  (exposure 37.5%)
Contained end-to-end .... 5 / 8
Booked .................. 4 / 8
Dead-air flags .......... 2
Interruption flags ...... 2
False confirmations ..... 1
Failed handoffs ......... 1
Top coaching theme ...... verify before confirming
Review first ............ CALL-3008

BATCH VERDICT: EXPOSURE OPEN

The pipeline grades completed calls from your own marks. It scores no
person, connects to no live agent, and files nothing. Not legal advice.
04.The Standard

Three rules the pipeline enforces on every call.

The dashboard grades what it can measure

Your platform marks a call ‘resolved’ when it ends cleanly. It cannot see that the agent confirmed a booking the tool never made. This grades resolution the way a human would — did the caller get what they came for, without being told anything untrue.

One keystone can’t be averaged away

A single false confirmation or a dropped handoff forces ESCALATE NOW regardless of score, because the harm is local and a high average hides it. A 95/100 call still escalates — the number never earns its way out of the gate.

A pipeline, not a spot-check

It runs on your whole week: per-call verdicts, exposure-rate rollup, containment and booking counts, the one call to review first, and a field export that lands the flags back on the contact record in GoHighLevel.

05.What This Is — And Isn’t

A grading pipeline. Not a live monitor, not a certifier.

It is
  • A deterministic pipeline that scores completed calls from your own marks.
  • A keystone gate that catches false confirmations and failed handoffs.
  • A weekly rollup and a GoHighLevel-importable field export.
  • Fully editable — weights, bands, and thresholds are yours to tune.
It isn’t
  • A live monitor — it connects to no agent and reads no live call.
  • A transcript reader on its own — you supply the marks (or the Skills do).
  • A compliance certification or a legal opinion.
  • A tool that scores, ranks, or rates any person.

Not legal advice. Voice-agent calling and recording touch TCPA, state AI-disclosure, and recording-consent rules that vary by state and vertical. This pipeline grades completed calls from your own marks as an operational artifact — it scores no person, connects to nothing, and confirms no compliance status. Confirm your obligations with counsel.

06.Who It’s For

Operators who put an AI on the phone and now own the calls it makes.

GHL & ElevenLabs agencies running voice AI across client sub-accounts
Med-spa, dental, and home-services owners with a booking line on autopilot
RevOps leads who need a weekly QA story before a client asks for one
Anyone who has watched an AI ‘confirm’ an appointment that doesn’t exist
08.Common Questions

The parts worth pinning down before you buy.

A QA auditor grades a spot-check batch and hands you a craft verdict. This is the weekly pipeline that runs on your whole call log: it scores every call, rolls up your containment, booking, dead-air and interruption counts, names the one call to review first, and emits a GoHighLevel-importable custom-field CSV so the flags land back on the contact record. It's the operational loop (the guide's WF-6), not a one-off review.

The call that ends politely
with a promise you can’t keep.

Find it every Friday, before the caller shows up to an appointment that isn’t there. One purchase, lifetime access, 12 months of updates. $129, once.

Not legal advice. Voice-agent calling and recording touch TCPA, state AI-disclosure, and recording-consent rules that vary by state and vertical. This pipeline grades completed calls as an operational artifact; it confirms no compliance status. Confirm your obligations with counsel.

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