HoneyHive

Overview

HoneyHive is a Brooklyn, New York-based company building an evaluation and observability platform for teams shipping LLM applications [1]. The platform covers tracing, online evaluations, monitoring, alerts, offline experiments, datasets, annotation queues and prompt management [2]. HoneyHive's SDKs automatically instrument 100+ models and frameworks, including Anthropic Claude, Gemini, LangChain, LlamaIndex and CrewAI, and observe agents inside ServiceNow, Microsoft Copilot, Salesforce and other enterprise systems [5]. The company stated it powers observability and evaluation across dozens of mission-critical AI applications at Commonwealth Bank of Australia, enabling safe and responsible deployment of AI agents [3]. HoneyHive reported that agents in production served 17M retail consumers and 55K internal users [4].

HoneyHive sold an agent observability and evaluation platform covering tracing, online evaluations, monitoring, alerts, offline experiments, datasets, annotation queues and prompt management. [2]

Customers

HoneyHive stated it powers observability and evaluation across dozens of mission-critical AI applications at Commonwealth Bank of Australia (CBA), enabling safe and responsible deployment of AI agents. [3]

Partnerships

HoneyHive said its SDKs automatically instrument 100+ models and frameworks, including Anthropic Claude, Gemini, LangChain, LlamaIndex and CrewAI, and that it observes agents inside ServiceNow, Microsoft Copilot, Salesforce and other enterprise systems. [5]