Otari proposes a single gateway for LLM integrations

Development teams are facing a growing integration burden as new LLMs arrive with different SDKs, authentication methods, request formats, streaming implementations, rate limits, error handling, and billing systems. Direct provider connections can push provider-specific logic into application code, secrets management, observability tools, CI/CD workflows, and incident response processes.

Otari addresses that problem with a stable OpenAI/Anthropic-compatible endpoint that lets applications connect through a single gateway and one API key. Provider selection, upstream credentials, routing policies, and fallback behavior are managed behind the gateway, which supports over 40 providers. The goal is to turn model adoption into a configuration decision rather than a recurring application rewrite.

The platform also adds model-agnostic capabilities such as web search and sandboxed code execution, making smaller open-weight models more practical for workloads where cost, latency, or privacy matter. Centralized credentials, workspace-scoped API keys, unified billing, budget controls, and usage reporting are presented as ways to improve security boundaries and cost visibility across multiple providers.