Prefactor

Prefactor

Agent observability, evaluation, and reliability for production AI agents

Freemium - Free tier available; paid plans and custom enterprise pricing. Contact sales for volume or enterprise needs.

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About Prefactor

Prefactor is a production platform that continuously observes, scores and acts on AI agent runs. It evaluates agent outputs for quality, hallucinations, cost, drift and risk, provides dashboards and alerts, and can automate mitigations (e.g., kill-switches, routing, throttling). Integrations, open-source evals and compliance-focused tooling help teams scale reliable, auditable agent deployments.

Key Features

  • Continuous scoring of agent runs (quality, hallucinations, cost, drift, risk)
  • Automated actions and safeguards (kill-switches, throttling, routing)
  • Dashboards, alerts and observability for production agents
  • Integrations and open-source evaluation suites for compliance and testing

Who is this for?

Developers, AI/ML teams, Head of AI, security & governance teams, product leaders and founders deploying production AI agents

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Pricing

Freemium

Free tier available; paid plans and custom enterprise pricing. Contact sales for volume or enterprise needs.

Platforms

webapi

Tags

#agent observability#LLM agents#hallucination detection#drift detection#cost monitoring#AI evaluation#reliability#alerts