Paseo de la Reforma at night, Mexico City, looking toward the Angel of Independence

InsuranceSouth & Central America · Mexico

Auditing 100% of inbound calls, automating complaint taxonomy at 94% accuracy, and governing every production agent across South & Central America and Mexico

Global Fortune 500 Insurance Group · Voice QA agents · enterprise AI governance

100%
of monthly inbound calls audited across 12 quality criteria
–70%
QA cost versus sampled human review
94%
classification accuracy across 100% of inbound

How the business benefits

Before vs. after Allometrik

Payback window · 9 weeks

Before

  • Inbound audited≤ 5%
  • Complaint classification≤ 50%
  • Sandbox orphansUntracked

After Allometrik

  • Inbound audited100%
  • Classification accuracy94%
  • Owner & process mapping100%

The challenge

  • QA sampled ≤5% of inbound while complaint leakage drove policy churn across Mexico and the wider region.
  • Shadow agents lived in sandboxes with no named owner and no mapped process.

The approach

  • QA and taxonomy agents on Genesys Cloud and Five9, with Whisper and Azure AI Content Understanding, scoring 12 criteria on every call.
  • A global enterprise agent platform on Azure & Azure AI Foundry: 0 unmonitored sandbox agents, 100% named owner, 100% process mapping, one governance standard.

Visual system blueprint

How it actually runs

12-criteria QA scorecard

  • Greeting & ID98
  • Empathy91
  • Process adherence96
  • Disclosure100
  • Hold handling88
  • Accuracy97
  • Complaint capture94
  • Next-step clarity93
  • Tone90
  • Compliance script99
  • Resolution attempt92
  • Close quality95

Diarised transcript · ES-MX

Agent Buenos días, le atiende Carla de siniestros. ¿Me confirma su póliza?

Caller Es la tercera vez que llamo por el mismo rechazo. Quiero presentar una queja formal.

Complaint captured · taxonomy 94% · owner: QA-LATAM · process: inbound-complaint

Stack deployed

What it runs on

  • Genesys Cloud
  • Five9
  • Whisper
  • Azure AI Content Understanding
  • Azure OpenAI (GPT-4.1)
  • Allometrik AI OS
  • Azure AI Foundry

Discuss a similar system

Tell us about the process. We will map it in a 30-minute call.