Unified Gateway

Unify LLMs and Agents at Scale

Build, Experiment as Deploy with any LLM or Agent framework via a unified interface. Optimize performance, cost, and control while accelerating GenAI innovation across teams.

Your Business Application using GenAI
Observability
Routing
Guardrails
Security
Workspace management
Prompt Management
Governance
AI GAteway
AI GAteway
Custom models
Fine-Tuned
MCP Servers
Your AI Stack, Unified

Unifying Access, Efficiency, and Observability

Unified Access to LLMs and Providers

Connect with 250+ models and runtimes—OpenAI, Anthropic, Mistral, LangChain, LlamaIndex, and OSS—all through a single API. Eliminate integration silos and streamline orchestration across teams.

Dynamic Routing and Failover Intelligence

Maintain uptime and SLA adherence with latency-aware load balancing, provider fallback, and conditional routing based on cost, performance, or error handling logic.

Efficiency with Smart Caching and Batching

Accelerate throughput and reduce spend with semantic prompt caching, batched LLM requests, and traffic shaping to budget-friendly models for non-critical workloads.

End-to-End Observability and Cost Insights

Track request metrics, token usage, latency, and error breakdowns in real time. Native integrations with Prometheus and Grafana offer engineering and finance complete visibility into LLM operations.

Secure Access Management at Scale

Enforce enterprise policies with scoped API keys, OAuth2.0, JWT, RBAC, and built in workspace management for User Access Controls. Built-in audit logs support compliance and zero-trust architectures.

Key Management

With FloTorch GenAI gateway, you can efficiently manage API keys for LLM access across multiple LLM providers, ensuring security based change management around access within your organization.