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features
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support

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Description

Mountain Theory is the antivirus for AI: every action an AI agent is about to take is checked against your rules before it runs. Mountain Theory controls what autonomous AI agents can do. Every action an agent is about to take is checked against your rules before it runs, and comes back ALLOW, HOLD or BLOCK. An agent that works around a block is stopped on the workaround. An agent that drifts off its task is caught. New bad behavior is stopped the day it appears, with no new rule written. Personal data is kept from leaving your environment, and instructions hidden in emails and documents are blocked. Rules are plain English, so changing one takes no code. Every decision is logged for your auditor. It works with any AI you already use, in your environment or the cloud. Our recorded tests are published with the misses included.

Description

Prefactor is a cutting-edge platform designed for real-time assessment, monitoring, and reliability of production AI agents. It evaluates each execution instantly based on metrics such as quality, drift, cost, and data risk, seamlessly integrating these assessments into actionable responses to ensure that any failing agent is detected in real time rather than merely reflected on a post-execution dashboard. Teams are equipped to monitor every model invocation, tool usage, and decision-making process through structured traces and spans, allowing them to conduct evaluations using LLM-as-judge, technical assessments, qualitative analyses, and custom metrics at every phase of the process. Additionally, context can be incorporated from various sources, including GitHub, Linear, Jira, databases, and internal APIs, serving as ground truth for evaluations. When a run exceeds predefined limits, Prefactor is capable of blocking or throttling it, pausing sensitive actions, or routing the decision to a person for approval, modification, or rejection prior to execution, with meticulous logging of each choice made. The command-line interface allows for the discovery of agents without the need for platform migration, while the TypeScript and Python SDKs ensure seamless integration with LangChain, Claude, Vercel AI, OpenClaw, and LiveKit, enhancing the overall functionality and adaptability of the platform. This comprehensive approach not only optimizes agent performance but also fosters collaboration among teams by providing clear visibility and control over the AI processes.

API Access

Has API Yes 

API Access

Has API Yes 

Screenshots View All

Screenshots View All

Integrations

Amazon S3 No 
Claude for Legal No 
CrewAI No 
Cursor No 
Gemini No 
GitHub No 
Google Cloud BigQuery No 
Grafana Cloud No 
LangChain No 
Linear No 
Llama No 
LlamaIndex No 
Mastra AI No 
OpenAI No 
OpenClaw No 
PydanticAI No 
Semantic Kernel No 
Slack No 
Vercel No 
Visual Studio Code No 

Integrations

Amazon S3 Yes 
Claude for Legal Yes 
CrewAI Yes 
Cursor Yes 
Gemini Yes 
GitHub Yes 
Google Cloud BigQuery Yes 
Grafana Cloud Yes 
LangChain Yes 
Linear Yes 
Llama Yes 
LlamaIndex Yes 
Mastra AI Yes 
OpenAI Yes 
OpenClaw Yes 
PydanticAI Yes 
Semantic Kernel Yes 
Slack Yes 
Vercel Yes 
Visual Studio Code Yes 

Pricing Details

Paid plans use flat annual pricing. A 30-day proof of concept is available.
Free Trial No 
Free Version No 

Pricing Details

$250 per month
Free Trial No 
Free Version Yes 

Deployment

Web-Based Yes 
On-Premises Yes 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support No 

Customer Support

Business Hours No 
Live Rep (24/7) Yes 
Online Support Yes 

Types of Training

Training Docs No 
Webinars No 
Live Training (Online) No 
In Person No 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) Yes 
In Person No 

Vendor Details

Company Name

Mountain Theory

Founded

2024

Country

United States

Website

mountaintheory.ai

Vendor Details

Company Name

Prefactor

Country

Australia

Website

prefactor.tech/

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Product Features

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