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Enterprise Layer Intelligence
Categories/AI Orchestration & MLOps/Maxim AI
Maxim AI

Maxim AI

Founded 2025

Route, monitor, and secure LLM traffic with high throughput and low latency

You can use Bifrost to manage model traffic, enforce guardrails, and control AI costs across your entire organization. It acts as an open-source gateway connecting your applications to over 1,000 models from various providers through a unified API. You can set budget limits per team, route requests to backup providers automatically during downtime, and enforce security policies on agent tool usage. It runs directly inside your private cloud network so your sensitive data never leaves your environment.

What Maxim AI does

Switch between LLM providers without altering application codeCreate virtual API keys with custom rate limits and budgetsSet up automated failovers between model providersTrack token spending across departments and individual projectsInspect request and response logs using OpenTelemetryDeploy a private gateway instance inside your VPC via npxEnforce safety guardrails on incoming prompts and model responsesUltra-low latency proxy introducing only microseconds of overheadBuilt-in MCP gateway to manage and govern AI agent toolsAutomatic provider fallback to ensure continuous application uptimeVirtual key management with budget limits per project or teamIn-VPC deployment to prevent data from leaving your private cloudPre-configured OpenTelemetry metrics and built-in dashboardsDrop-in SDK compatibility requiring only a single line of code change

Frequently asked

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Bifrost, Maxim AI, AI Gateway, LLM Gateway, MCP Gateway, model routing, guardrails, OpenTelemetry, LiteLLM alternative, latency optimization, provider fallback, AI observability, virtual keys, model catalog