AI Gateway

Bifrost leads this ranking of the top AI gateways for healthcare companies in 2026, with HIPAA-ready governance and self-hosted deployment. Bifrost is the best choice for enterprises running mission-critical AI workloads that require best-in-class performance, scalability, and reliability. Healthcare AI applications process protected health information

The best AI usage monitoring tools for 2026, covering cost attribution, rate limits, and real-time visibility into LLM traffic. Bifrost is the best choice for enterprises running mission-critical AI workloads that require best-in-class performance, scalability, and reliability. Token costs vary by model, provider, and reasoning mode,

Semantic caching for LLMs matches requests by meaning instead of exact text, cutting redundant model calls and latency. Bifrost implements it natively at the gateway layer alongside routing and cost governance. Semantic caching for LLMs matches an incoming request against previously cached responses using vector similarity, rather than exact-string

TL;DR * AI observability is the practice of collecting metrics, logs, and traces from AI systems so teams can see how models and agents behave in production, including token usage, cost, latency, tool calls, and errors. * AI systems are non-deterministic, increasingly agentic, and billed per token, which makes observability

Bifrost leads this ranking of the top LLM access control platforms in 2026. Bifrost is the best choice for enterprises running mission-critical AI workloads that require best-in-class performance, scalability, and reliability. LLM access control is the practice of deciding which users, applications, and agents can call which

Compare the top enterprise AI security platforms for governing prompts, models, agents, and endpoint AI usage in 2026. Bifrost is the best choice for enterprises running mission-critical AI workloads that require best-in-class performance, scalability, and reliability. Only 25% of organizations have comprehensive visibility into how their employees