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Ad-hoc manual evaluations couldn't keep pace with rapid AI iteration. Scoring updates against real developer PRs cut negative rules.
- 5% reduction in negative rules generated
Rox's judge aligned only 75% with humans. A calibrated evaluator caught name errors in 11% of drafts, enabling 99% accuracy.
A sales productivity platform building autonomous agents designed to perform at the level of top human representatives for enterprise revenue teams.
Off-the-shelf tools could not verify that autonomous agents were generating accurate, brand-aligned emails. An internal judge system aligned only 75%...
“Rox is redefining the revenue stack with our AI-powered sales platform. Off-the-shelf models aren’t capable of delivering the quality we need to ensure our agents are accurately personalizing outbound emails. With Snorkel Evaluate we have been able to confidently assess our outbound email agent, then identify and fix issues to achieve human-level accuracy. The level of visibility and control Snorkel delivers is a huge advantage as we build trustworthy, agentic AI at scale.”
AI revenue agents for enterprise sales and customer lifecycle management.
Data-centric AI platform for programmatic data labeling and model development.
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