Metricsense
Field Notes · the Metricsense blog

Evidence from the conversations your customers are already having.

Points of view on compliance, quality, and customer signal, from the team that reads 100% of the calls, reviews, tickets and surveys most teams only sample.

Company NewsInsurance

Avesta Labs is an OpenAI Select Partner. Your calls stay put.

The company that builds Metricsense has joined the OpenAI Partner Network. Here is the short list of what that changes for the recordings you have trusted us with, and the longer list of what it does not.

Metricsense Team
14 AUG 2026 · 5 min read
Responsible AICompliance

A confidence score is not evidence

0.94 tells you how sure a model is. It tells you nothing about what your adviser said. Only one of those survives a regulator.

Gaurav Soni
Gaurav Soni
11 AUG 2026 · 5 min read
Agent CoachingRevenue

An ask was recorded on 34 of 8,479 scored calls

Read end to end rather than sampled, the clearest revenue pattern in this corpus was not a bad pitch or a hard objection. It was a conversation that simply stopped.

Krunal Ambaliya
Krunal Ambaliya
11 AUG 2026 · 5 min read
Agent CoachingQuality Assurance

When everyone makes the same mistake, it is the script

One adviser getting it wrong is a coaching conversation. The same gap across the whole floor is a wording problem, and coaching will not touch it.

Bhautik Desai
Bhautik Desai
11 AUG 2026 · 5 min read
ComplianceConduct Risk

The complaint call is the one nobody chose to review

QA samples are not random. They are convenient. And convenience selects against exactly the calls that carry conduct risk.

Gaurav Soni
Gaurav Soni
11 AUG 2026 · 5 min read
ComplianceQuality Assurance

Your QA score only measures the calls you chose to hear

A 93% pass rate is a fact about a few hundred calls somebody selected. ASIC put the problem in writing in August 2025, and named the fix in the same letter.

Gaurav Soni
Gaurav Soni
11 AUG 2026 · 5 min read
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