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What is Prefactor?

Prefactor is an innovative platform that specializes in the real-time evaluation, oversight, and dependability of AI agents in production environments. It performs immediate assessments of each execution using various metrics such as quality, drift, cost, and data risk, effortlessly transforming these evaluations into actionable insights to identify any malfunctioning agents in real time instead of simply displaying results on a post-execution dashboard. Teams gain the ability to monitor every model invocation, tool application, and decision-making process via structured traces and spans, which facilitates evaluations through LLM-as-judge, technical assessments, qualitative reviews, and custom metrics throughout the entire workflow. Furthermore, it allows for the integration of context from diverse sources like GitHub, Linear, Jira, databases, and internal APIs, which act as ground truth for the assessments. If any run surpasses set thresholds, Prefactor can block or slow down the process, suspend critical actions, or escalate the decision to a human for approval, modification, or rejection before proceeding, all while keeping detailed logs of every decision made. Its command-line interface enables users to discover agents without requiring migration to a different platform, and the TypeScript and Python SDKs allow for smooth integration with tools such as LangChain, Claude, Vercel AI, OpenClaw, and LiveKit, enhancing the platform's overall capability and flexibility. This all-encompassing strategy not only maximizes the performance of AI agents but also promotes teamwork by offering transparent visibility and control over the AI operations, ensuring that all stakeholders are well-informed and engaged throughout the process. By leveraging these features, organizations can achieve higher efficiency and reliability in their AI deployments.

What is Forsy?

Forsy focuses on authentic human signals generated from real agent workflows, helping teams to capture, analyze, and exchange trajectory data throughout the agent ecosystem. It observes agent activities in real-time as they unfold, rather than piecing together events retroactively, which allows for the seamless collection of traces, tasks, and interactions within the toolchain. The platform is designed to cover a wide array of routine tasks, specialized workflows, and diverse fields, offering teams a consolidated engine for trajectory data that aligns with their current agents. By converting AI agents into significant strategic assets, Forsy ensures that genuine workflow information is readily accessible, licensable, and marketable in the agent data marketplace. Its high-quality data caters specifically to teams looking to create more capable and reliable agents, providing essential access to real-world workflow traces crucial for improving agent performance, dependability, and evaluation. This cutting-edge approach not only enhances workflows but also equips organizations to utilize their data more effectively, paving the way for the development of smarter and more adaptable AI solutions. Additionally, Forsy’s commitment to real-time data collection sets it apart, driving innovation and progress within the ever-evolving landscape of AI technology.

Media

Media

Integrations Supported

Active Directory
Agent Development Kit (ADK)
AutoGen
Claude
Code Llama
Cursor
Datadog
Google Cloud Platform
Google Workspace
Jira
Microsoft Azure
Mistral AI
New Relic
PagerDuty
PostgreSQL
Python
Semantic Kernel
TypeScript
Vercel AI SDK
n8n

Integrations Supported

Active Directory
Agent Development Kit (ADK)
AutoGen
Claude
Code Llama
Cursor
Datadog
Google Cloud Platform
Google Workspace
Jira
Microsoft Azure
Mistral AI
New Relic
PagerDuty
PostgreSQL
Python
Semantic Kernel
TypeScript
Vercel AI SDK
n8n

API Availability

Has API

API Availability

Has API

Pricing Information

$250 per month
Free Version
Free Trial Offered?

Pricing Information

Pricing not provided
Free Version
Free Trial Offered?

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

Prefactor

Company Location

Australia

Company Website

prefactor.tech/

Company Facts

Organization Name

Forsy

Date Founded

2023

Company Location

United States

Company Website

forsy.ai/

Categories and Features

Categories and Features

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