Enterprise AI Teams Are Turning To HoneyHive For Reliability

Enterprises are struggling to bridge the gap between AI agent prototypes and production-ready systems.
In October 2023, Mohak Sharma and Dhruv Singh started HoneyHive with a simple but urgent premise: building AI-powered products that actually work in the real world requires more than access to large language models. The AI boom had triggered a wave of experimentation, but teams quickly hit a wall when prototypes failed in production. Debugging non-deterministic models, tracking failure modes across multi-agent systems, and iterating with confidence remained unsolved problems for most companies. Just over a year later, HoneyHive is launching out of beta with $7.4 million in funding to address these issues head-on. The round includes a $5.5 million Seed led by Insight Partners, along with a previously unannounced $1.9 million Pre-Seed led by Zero Prime Ventures. Additional investors inclu
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Anshika Mathews
Anshika is the Senior Content Strategist for AIM Research. She holds a keen interest in technology and related policy-making and its impact on society. She can be reached at anshika.mathews@aimresearch.co
25 July 2025 | 583 Park Avenue, New York
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