About honeyHive

Making production AI safe, robust, and reliable.

We believe agents will become a new operating layer for the world. But intelligence without supervision 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, verifying the outcomes, and improving from every failure.

We are building infrastructure that makes this possible—so every organization can put AI behind their most consequential work with confidence.

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Customer Spotlight

Scaling AI agents in production at Australia's largest bank

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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
BLOG & CHANGELOG

What's new at HoneyHive

Insights
August 21, 2026
Building the Platform Layer for Enterprise Agents

How to standardize telemetry, evaluation, and governance across custom, managed, and low-code agent stacks.

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Guides
July 22, 2026
Responsible AI Playbook for Enterprise Agents
Responsible AI Playbook for Agentic AI

From input guardrails, trajectory evaluation to session outcomes: playbook for regulated teams buil...

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