AI case study

RoxModel evaluation

Rox's judge aligned only 75% with humans. A calibrated evaluator caught name errors in 11% of drafts, enabling 99% accuracy.

Published|9 months ago

Key results

Agent Accuracy
99%+
Accuracy Improvement
+24 pts
vs 75% alignment

Result highlights

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The story

Context

A sales productivity platform building autonomous agents designed to perform at the level of top human representatives for enterprise revenue teams.

Challenge

Off-the-shelf tools could not verify that autonomous agents were generating accurate, brand-aligned emails. An internal judge system aligned only 75%...

Solution
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Quotes

The company

AI revenue agents for enterprise sales and customer lifecycle management.

IndustrySoftware & Platforms
LocationSan Francisco, CA, USA
Employees11-50
Founded2023

The vendor

Snorkel AI logo

Snorkel AI

snorkel.ai

Data-centric AI platform for programmatic data labeling and model development.

IndustrySoftware & Platforms
LocationRedwood City, CA, USA
Employees251-1K
Founded2019

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