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What is Kelhe?
Autonomous agents increasingly handle tasks with lasting effects, creating challenges around safety and oversight. Kelhe addresses this by analyzing each proposed operation against factors like impact, reversibility, and context to generate a clear verdict. The process involves a single request from the agent that includes details about the action and its parameters. In response, the engine supplies a numeric score, a recommended decision, and supporting signals that can be logged for review. This approach supports flexible integration across different frameworks while ensuring high-stakes steps receive appropriate scrutiny without slowing routine operations.
Key features
Risk scoring engine for autonomous AI agent actions
Returns risk score, decision (proceed/hold/deny), and reason
Auditable decisions with signals and review URLs
Human-in-the-loop support for high-stakes actions
Drop-in HTTP API with no SDK lock-in
Fast evaluation in the action execution path
Works with any agent framework or toolset
What you can use Kelhe for
Financial Action Oversight
Kelhe scores refund and payment actions by AI agents, returning hold decisions for amounts exceeding thresholds to route high-value transactions to human reviewers.
Data Modification Control
Evaluates irreversible actions like data deletions or updates, providing risk scores and reasons to prevent unintended changes without oversight.
Customer Interaction Management
Assesses outbound messaging or support actions, enabling proceed, hold, or deny outcomes based on sensitivity and context signals.
How to use Kelhe
- 1Send agent ID, action name, parameters, and context via POST to the scoring endpoint
- 2Receive risk score, decision, reason, and signals in the API response
- 3Execute the action immediately on proceed or route to human on hold
- 4Log the full response including review URL for audits
- 5Adjust thresholds or signals as needed for your use case
Kelhe pricing
Pricing model: Paid. Plan details are indicative — check the site for current prices.
Custom
Custom
Editor's verdict
Pros
- +Simple integration via single HTTP request
- +Provides auditable risk signals and reasons
Cons
- –Early-stage product
- –No public pricing information
Our take: Kelhe is a solid productivity choice. It's valued for simple integration via single http request and provides auditable risk signals and reasons. The main trade-off is early-stage product. Best when you need reliable, professional output.
Frequently asked questions
Kelhe is a risk scoring engine that evaluates proposed actions by autonomous AI agents before execution and returns a score with proceed, hold, or deny decisions.
Summary
Kelhe is a solid productivity choice. It's valued for simple integration via single http request and provides auditable risk signals and reasons. The main trade-off is early-stage product. Best when you need reliable, professional output.
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