Hamming AI is an advanced platform engineered for optimizing AI voice agents. By simulating vast customer interactions, including various scenarios like dietary restrictions and large group requests, Hamming helps teams detect issues in real-time. Users can automate testing processes, reducing manual efforts by 100x, thereby speeding up the enhancement of their AI systems. The platform also includes features such as prompt optimization, active monitoring, and actionable insights to ensure that deployments remain reliable and efficient in production environments.

HumanLayer is an API and SDK that enables AI agents to interact with humans for feedback, approvals, and guidance. By integrating HumanLayer, developers can ensure critical AI decisions are overseen by humans, create custom approval workflows, manage transitions between software- and human-driven processes, and collect valuable human feedback to improve AI systems. It supports integration with popular frameworks and LLMs, making it a versatile tool for various applications requiring human oversight on AI outputs.