# TrueFoundry TrueFoundry é uma plataforma empresarial de gateway de AI e MCP para implantar, governar e observar cargas de trabalho de LLM e agentes em SaaS ou infraestrutura privada. - Findings24: - Site: - Preços: Freemium - Categorias: Assistente DevOps IA, Assistente de Código IA, Ferramentas Dev IA ## O que é TrueFoundry? TrueFoundry is an enterprise AI gateway and MCP gateway platform for teams that need to deploy, secure, govern, and observe LLMs and agentic workloads. The site presents it as a unified control layer for model access, routing, tool orchestration, prompt management, and production deployment across enterprise environments. The platform is positioned for organizations running AI at scale across cloud, VPC, on-prem, or air-gapped infrastructure. It supports model routing, access control, observability, compliance-oriented logging, and deployment workflows for models, MCP servers, and agents built with frameworks such as LangGraph, CrewAI, or AutoGen. ## O que TrueFoundry pode fazer? ### Unified model access Connect OpenAI, Claude, Gemini, Groq, Mistral, and other model providers through one gateway so applications can use chat, completion, embedding, and reranking models with a consistent API. ### Governance and access control Apply rate limits, RBAC, budget controls, cost-based quotas, and policy filters to control who can use models, endpoints, and agent workloads. ### Observability and auditability Monitor token usage, latency, error rates, request volume, and request/response logs from one place, with metadata tags for user, team, or environment. ### Routing and failover controls Route traffic with latency-based, priority-based, fallback, and weight-based policies to reduce disruption when providers are slow or unavailable. ### Flexible deployment modes Deploy in SaaS, VPC, on-prem, or air-gapped environments, with options for the control plane, gateway plane, or both. ### Agent and model operations Use the platform for agents, MCP servers, prompt management, and model serving so teams can manage infrastructure and workflows in one system. ## Casos de uso ### Standardize multi-model access Centralize access to many LLM providers behind one API, so application teams can switch models, manage keys, and apply consistent governance without rebuilding integrations. ### Control enterprise usage and cost Set usage limits, routing rules, and policy controls for teams or services that need predictable spend and controlled access to production models. ### Operate agentic workflows Deploy agents with tool access, memory, and orchestration through MCP servers and an agents registry, with isolation by team or project. ### Observe and audit AI traffic Track requests, latency, errors, token usage, and logs to troubleshoot model behavior, review outputs, and maintain an audit trail for regulated environments. ### Support private and regulated deployments Run deployments in VPC, on-prem, or air-gapped infrastructure when data residency or internal security requirements prevent public-cloud-only operation. ## Perguntas frequentes ### Does TrueFoundry offer a free trial or paid plans? TrueFoundry’s pricing page says the platform offers a 7-day free trial, with paid plans after that. The plan structure also includes a Developer tier, usage-based Pro and Pro Plus tiers, and an Enterprise tier with custom pricing. ### Can TrueFoundry be deployed on-premises or in a private cloud? Yes. The pricing page states that Enterprise supports full VPC and air-gapped installations for both the control plane and gateway plane. The overview page also says the platform can run on-prem, in VPC, hybrid, or public cloud environments. ### What is the AI Gateway used for? The site describes AI Gateway as the control layer for managing model access, routing, guardrails, observability, and policy enforcement across many models. It is intended for enterprise teams that want a single interface for LLM use across applications and teams. ### What does the MCP Gateway do? The MCP Gateway page and homepage describe it as a way to provision and manage Model Context Protocol infrastructure for agents, including server deployment, traffic control, rate limits, and isolation by team or project. The homepage also references an MCP & Agents Registry for tools and APIs. ### How do teams get started? The source material does not describe a single-click setup flow, but it does say users can try a live environment immediately from the website without a credit card. The platform also offers setup assistance on paid plans and dedicated onboarding for Enterprise. ## Informações rápidas - **Category**: Enterprise AI Gateway / MCP Gateway - **Primary users**: Enterprise AI, ML, and platform teams - **Deployment options**: SaaS, VPC, on-prem, hybrid, air-gapped - **Source domain**: truefoundry.com - **Pricing**: Free Developer tier, paid Pro and Pro Plus tiers, custom Enterprise pricing - **Notable workflows**: Model routing, agent deployment, MCP server provisioning, prompt management