Foundry
thefoundryai.com
Foundry helps build, test, and train AI agents that browse the web better.
Description
REDEFINING BROWSER INTELLIGENCE · Produce high-quality enterprise data, evaluate reliably, and optimize performance at scale—without web drift, IP bans, or rate limits. Foundry provides deterministic web snapshots, structured error classification, and unlimited reinforcement learning for browser agents. · CAPABILITIES · START BUILDING
Foundry is a comprehensive platform designed to help businesses create, test, and enhance AI agents for various tasks. It offers tools for agent design, performance evaluation, and improvement through auto-prompting, fine-tuning, and steering. The platform aims to simplify the process of identifying weaknesses in AI agents and improving their reliability for real-world applications
Features
Agent design and creation tools
Performance evaluation using SOTA factuality checker
Automated improvement through auto-prompting and fine-tuning
Integration with internal knowledge bases and historical data
Evaluation datasets for agent testing
Orchestration layer for managing multiple agents
Use cases
Customer support automation
Hiring and recruitment process optimization
Sales automation
Contract analysis and management
Workflow automation across various business functions
Multi-agent collaboration and management
FAQ
Azure AI Foundry is Microsoft's platform for building, managing, and deploying generative AI solutions. It provides a unified environment to experiment with, fine-tune, and deploy large language models (LLMs) and AI agents, with integrated tools for prompt engineering, agent orchestration, and monitoring.
Azure OpenAI gives access to advanced language models from OpenAI, while Azure AI Foundry Models extends this by providing access to a broader catalog of flagship models (including Azure OpenAI, Cohere, Mistral AI, Meta Llama, AI21 Labs, etc.) under the same service, endpoint, and credentials, allowing you to switch between models without changing your code.
Azure AI Services are prebuilt APIs for common AI scenarios (like vision, speech, translation), whereas Azure AI Foundry is a platform that includes Azure AI Services and adds capabilities for deploying and managing LLMs, building agents, and orchestrating AI workflows.
Azure AI Foundry is available in most regions where Azure AI services are available. For specific details, check the region support documentation.
Yes. Azure AI Foundry supports seamless access to data in Microsoft Fabric Lakehouse and can access data from Amazon S3 buckets via Fabric shortcuts without copying data.
Azure AI Foundry offers a model catalog with foundational models (GPT, Llama, Mistral, etc.), fine-tuning and deployment of models (serverless or managed), an agent service for building and orchestrating AI agents, built-in playgrounds for testing models and agents, integration with external APIs and tools via Model Context Protocol (MCP), prompt engineering and reusable prompt templates, security, compliance, and governance tools, and monitoring and observability for AI applications.
To set up Azure AI Foundry, log in to the Azure portal, navigate to Azure AI Foundry under AI services, create a new project, select a region, and choose a resource group, then add models and tools from the catalog or upload your own.
Yes. You can fine-tune your own models or use Azure’s pre-built models with your own datasets.
MCP is a standardized protocol in Azure AI Foundry that allows you to extend agents with custom tools, prompts, and resources.
Yes. The Foundry Agent Service is stateful and retains data. There are two types of data: user data and system data. For details, refer to the Agent Service FAQ.
Azure AI Foundry provides centralized observability, application tracing, execution flow views, and automated evaluations for AI outputs. You can set up alerts and reporting based on metrics like relevance, groundedness, and fluency.
Yes. You can use hubs to share models, prompts, and tools across teams and projects.
Specs
| Type | Agent |
| Section | Infrastructure & MLOps |
| Pricing | free (от $0/mo) |
| Platform | Web only |
| Systems | web |
| Hosting | cloud |
| Who for | Startup |
| Site language | en |
| Rating | 0.00 (0 reviews) |
| Views | 566 |
| Launched | 2024-11-28 |
