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

About Prefactor

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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Pricing

Starting Price:
$250 per month
Free Version:
Free Version available.

Integrations

API:
Yes, Prefactor offers API access
See Integrations

Ratings/Reviews

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ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

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Company Information

Prefactor
Australia
prefactor.tech/

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Product Details

Platforms Supported
Cloud
Training
Documentation
Live Online
Support
24/7 Live Support
Online

Prefactor Frequently Asked Questions

Q: What kinds of users and organization types does Prefactor work with?
Q: What languages does Prefactor support in their product?
Q: What kind of support options does Prefactor offer?
Q: What other applications or services does Prefactor integrate with?
Q: Does Prefactor have an API?
Q: What type of training does Prefactor provide?
Q: How much does Prefactor cost?

Prefactor Product Features