Foundry

Foundry

A comprehensive platform for designing, testing, and enhancing AI agents to streamline business automation processes.

About Foundry

Foundry provides a powerful environment to create, assess, and optimize AI agents that automate critical business tasks such as customer support, hiring, and sales. The platform allows users to configure tasks, set evaluation metrics, and gather high-quality data for reinforcement learning and continuous agent improvement. With a deterministic web simulator and an integrated annotation system, users can label data, benchmark agent performance, and troubleshoot without concerns about web drift, IP bans, or rate limiting issues.

How to Use

Set up tasks, define evaluation parameters, and collect data through the platform's web simulation and annotation tools to build and evaluate browser-based AI agents effectively.

Features

  • Supports data collection for reinforcement learning
  • Includes a scalable annotation system
  • Offers comprehensive agent evaluation and benchmarking
  • Provides deterministic web simulation for consistent testing

Use Cases

  • Automating customer service interactions
  • Streamlining hiring and recruitment processes
  • Enhancing sales strategies with AI agents

Best For

Machine learning engineersData scientistsAI developersAutomation specialistsWeb automation professionals

Pros

  • Reliable and reproducible testing environment
  • Deterministic web simulation prevents drift issues
  • Enables high-quality data collection for training
  • Effective platform for agent benchmarking

Cons

  • Annotation process may require manual effort
  • May need expertise in reinforcement learning concepts

FAQs

What is Foundry?
Foundry is a platform designed to build, evaluate, and improve AI agents, especially browser agents, for automating various business tasks.
What are the main features of Foundry?
Main features include a deterministic web simulator, scalable annotation tools, and comprehensive agent evaluation and benchmarking capabilities.
What challenges does Foundry address?
Foundry tackles issues like web drift, IP bans, and rate limits by providing a controlled environment for agent development and testing.
Who can benefit from using Foundry?
AI developers, data scientists, automation engineers, and web professionals seeking to automate and optimize business workflows.
Is technical expertise required to use Foundry?
Some familiarity with reinforcement learning or web automation is helpful, but the platform offers user-friendly tools for setup and testing.