Related Products
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About
Prefactor is a real-time evaluation, observability, and reliability platform for production AI agents. It scores every run the moment it happens for quality, drift, cost, and data risk, then wires those evaluations into action so a failing agent is caught live instead of only appearing on a dashboard afterward. Teams can observe every model call, tool invocation, and decision as structured traces and spans, run LLM-as-judge, technical, qualitative, and custom evaluations on each step, and attach context from GitHub, Linear, Jira, databases, internal APIs, or other sources as ground truth. When a run crosses a defined threshold, Prefactor can block or throttle it, pause a sensitive action, or route it to a person for approval, modification, or rejection before execution, with every decision logged. The CLI discovers agents without a platform migration, while TypeScript and Python SDKs provide native support for LangChain, Claude, Vercel AI, OpenClaw, and LiveKit.
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About
Most monitors tell you a job pinged. RunVouch tells you whether it did the work: it records the start, end, cost, tokens, tool calls and the evidence a run should leave behind, and alerts when any is missing. A run that never started, one that stalled, one that exited non-zero, one looping in a retry storm, one over its cost cap, and the one no heartbeat monitor catches: a run that reported ok while its output was never written.
Every finished run is hashed into a leaf, every day of leaves into a Merkle root, chained to the day before and stamped into Bitcoin with OpenTimestamps: a report cannot be edited afterwards, not even by us. Anyone can verify a sealed run in the browser, without an account, and edit a field to watch the hashes break.
The client is one dependency-free Python file that wraps any command and fails open, so monitoring cannot break the job. Claude Code, OpenClaw, n8n, GitHub Actions, cron, systemd, Slack, MCP. Free for 20 agents. MIT, self-hostable.
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Platforms Supported
Windows
Not Supported
Mac
Not Supported
Linux
Not Supported
Cloud
Supported
On-Premises
Not Supported
iPhone
Not Supported
iPad
Not Supported
Android
Not Supported
Chromebook
Not Supported
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Platforms Supported
Windows
Not Supported
Mac
Not Supported
Linux
Supported
Cloud
Supported
On-Premises
Supported
iPhone
Not Supported
iPad
Not Supported
Android
Not Supported
Chromebook
Not Supported
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Audience
AI engineering and platform teams that need to evaluate, monitor, and improve production AI agents for quality, drift, risk, and cost in real time
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Audience
Developers and small teams running scheduled work without anyone watching: cron jobs, Claude Code routines, headless AI agents, n8n workflows and CI schedules. Also audit and compliance teams that need a tamper-evident record of what an automated system did.
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Support
Phone Support
Not Supported
24/7 Live Support
Supported
Online
Supported
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Support
Phone Support
Not Supported
24/7 Live Support
Not Supported
Online
Supported
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API
Offers API
Supported
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API
Offers API
Not Supported
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Screenshots and Videos |
Screenshots and VideosNo images available
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Pricing
$250 per month
Free Version
Supported
Free Trial
Not Supported
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Pricing
$9/month
Free Version
Supported
Free Trial
Not Supported
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Reviews/
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Reviews/
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Training
Documentation
Supported
Webinars
Not Supported
Live Online
Supported
In Person
Not Supported
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Training
Documentation
Supported
Webinars
Not Supported
Live Online
Not Supported
In Person
Not Supported
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Company InformationPrefactor
Australia
prefactor.tech/
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Company InformationRunVouch
Founded: 2026
Netherlands
runvouch.com
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Alternatives |
Alternatives |
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Categories |
Categories |
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Integrations
Agent Development Kit (ADK)
Supported
Auth0
Supported
Claude for Legal
Supported
CrewAI
Supported
Datadog
Supported
GitHub Copilot
Supported
Google Cloud Platform
Supported
Jira
Supported
Linear
Supported
LlamaIndex
Supported
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Integrations
Agent Development Kit (ADK)
Not Supported
Auth0
Not Supported
Claude for Legal
Not Supported
CrewAI
Not Supported
Datadog
Not Supported
GitHub Copilot
Not Supported
Google Cloud Platform
Not Supported
Jira
Not Supported
Linear
Not Supported
LlamaIndex
Not Supported
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