Kelhe: A Risk Scoring Engine for Autonomous Agents

Research Context and Background

Kelhe is a specialized software tool designed to help artificial intelligence agents act safely. As AI systems become more advanced, they are moving from simple chatbots to autonomous entities that can perform real tasks like moving money, deleting data, or shipping code. These actions are often irreversible, meaning mistakes can be costly. Kelhe fills the gap between what an agent wants to do and what it is allowed to do. It acts as a safety layer that evaluates every action before it happens.

Benefits

Kelhe offers several key advantages for organizations building autonomous AI systems. First, it provides full transparency. Every decision made by the system includes a risk score, the specific reasons for that decision, and the signals that triggered it. This allows teams to understand exactly why an action was taken. Second, the tool is built for speed. It is optimized to work quickly so it does not slow down the agent's operations. Third, it supports human oversight. When an action is too risky or unclear, Kelhe pauses the process and sends it to a human for approval. This ensures high-stakes decisions are handled by people. Finally, Kelhe is easy to integrate. It works with any agent framework or programming language through a simple standard request, so teams do not need to change their existing code.

Use Cases

Kelhe is designed for any situation where an AI agent needs to take action that could have real-world consequences. Common use cases include financial transactions where an agent might process a refund or transfer funds. It is also useful for data management tasks where an agent might delete important files or change system settings. In software development, an agent might be tasked with deploying new code, and Kelhe can ensure this only happens if it is safe. Customer support agents can use the tool to message clients or update account details. Essentially, whenever an AI system moves from talking to doing, Kelhe can be used to ensure those actions are safe and approved.

Pricing

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Vibes

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Additional Information

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