About honeyHive
Making production AI safe, robust, and reliable.
Our mission
We believe agents will become a new operating layer for the world. But intelligence without visibility cannot be trusted.
AI cannot be validated once and assumed reliable. Agents behave differently across users, models, tools, and time. Trust must be built continuously by seeing how they act in the real world, measuring the outcomes, and improving from every failure.
We are building the observability and evaluation infrastructure that makes this possible—so organizations can put AI behind their most important work with confidence.
Continuously in production
BACKED BY
Our Team
We have seen how AI fails at scale.
Built by engineering leaders from Microsoft, Amazon, Plaid, and Amplitude, we bring decades of experience building products for millions of users and infrastructure trusted by Fortune 500 companies.
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Careers
We are growing engineering, research, and go-to-market teams.
SEE OPEN POSITIONSSEE OPEN POSITIONS
17M
Retail consumers served by agents in production
55K
Internal users served by agents in production
HoneyHive powers observability and evaluation across dozens of mission-critical AI applications at CBA, enabling safe and responsible deployment of AI agents serving 17M+ consumers.
Financial Services
#4 on Evident AI Index
