--- title: Do You Actually Need an AI Gateway? (And When a Simple... description: As LLM usage grows beyond a single team or model, a simple SDK wrapper quickly becomes insufficient. An AI Gateway sits between your app and model providers,... canonical: https://daily.dev/posts/lkmli5x5n twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Do You Actually Need an AI Gateway? (And When a Simple LLM Wrapper Isn’t Enough) | daily.dev og:description: As LLM usage grows beyond a single team or model, a simple SDK wrapper quickly becomes insufficient. An AI Gateway sits between your app and model providers,... og:url: https://daily.dev/posts/lkmli5x5n og:image: https://api.daily.dev/og/posts/LKmLI5x5n.png og:image:alt: Post cover image og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # Do You Actually Need an AI Gateway? (And When a Simple LLM Wrapper Isn’t Enough) **[WeProDev](https://daily.dev/sources/weprodev)** · [@michaelandish](https://daily.dev/michaelandish) · 0 upvotes · 0 comments ## Summary As LLM usage grows beyond a single team or model, a simple SDK wrapper quickly becomes insufficient. An AI Gateway sits between your app and model providers, offering centralized routing, cost tracking, compliance guardrails, and observability that a traditional API Gateway cannot provide. The post outlines when you don't need one (single team, simple use case, small spend) versus when you do (multiple teams, multiple providers, compliance requirements, unclear costs). It describes what a production AI Gateway looks like in practice, including fallback routing, per-team governance, and request-level tracing, before promoting TrueFoundry as a specific solution. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [How does an AI gateway improve building AI apps](https://daily.dev/posts/how-does-an-ai-gateway-improve-building-ai-apps-vq0unalny) · portkey · 1 upvotes · 0 comments - [API gateway vs AI gateway: Where AI governance meets execution](https://daily.dev/posts/api-gateway-vs-ai-gateway-where-ai-governance-meets-execution-rizfx4nv6) · The Next Web · 0 upvotes · 0 comments - [Untitled](https://daily.dev/posts/untitled-m9iztiroa) · SitePoint · 0 upvotes · 0 comments - [You don’t need AI for everything: A reality check for developers](https://daily.dev/posts/you-don-t-need-ai-for-everything-a-reality-check-for-developers-dkn1lmxpu) · LogRocket · 2 upvotes · 0 comments --- Tags: [#ai-gateway](https://daily.dev/tags/ai-gateway), [#api-gateway](https://daily.dev/tags/api-gateway), [#llm](https://daily.dev/tags/llm), [#observability](https://daily.dev/tags/observability) [View this post on daily.dev](https://daily.dev/posts/lkmli5x5n) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"DiscussionForumPosting","mainEntityOfPage":"https://daily.dev/posts/lkmli5x5n","headline":"Do You Actually Need an AI Gateway? 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