Products / Multi-Cloud Capacity Management

Route across providers and regions, automatically.

Automatic failover, canary rollouts, and capacity headroom across 40+ providers and multiple regions — all from a single gateway config. No multi-vendor contract complexity, no client-side retry logic, no blind spots in cost or latency.

Capabilities

Resilient, cost-efficient routing across every provider.

Cross-Provider & Cross-Region Routing

Route requests across 40+ providers and multiple regions from a single gateway config. Balance load across OpenAI, Anthropic, Vertex, Azure OpenAI, Bedrock, and others simultaneously — without multi-vendor contract complexity.

Automatic Failover

Provider health checks run continuously. When a provider or region degrades, the gateway excludes it from routing before requests start failing. Fallback chains activate transparently with no client-visible errors.

Canary Rollouts

Shift a configurable percentage of traffic to a new provider or region before committing. Monitor cost, latency, and error rate per canary target. Promote or roll back with a single config change — no code deploys.

Capacity Headroom Without Contracts

Access burst capacity from additional providers during peak demand without negotiating individual capacity contracts. ManyLayers handles credential rotation, rate limit tracking, and load balancing across providers.

Latency-Aware Routing

Route to the provider and region with the lowest measured latency for each request class. Configurable latency budgets trigger fallback to alternative providers when response times exceed thresholds.

Unified Cost & Audit

Spend tracking aggregated across every provider and region in one view. Audit log records which provider handled each request, enabling accurate cost attribution and capacity planning across teams.

How it works

Multi-provider routing active in minutes.

01

Declare your provider pool

Add credentials for each provider and region in the gateway config. ManyLayers validates connectivity and begins tracking health metrics for each endpoint immediately.

02

Configure routing strategy

Choose a strategy: round-robin, latency-weighted, or priority-ordered with fallback. Set canary weights for new providers. Define health check thresholds that trigger automatic exclusion.

03

Monitor and adjust

Cost, latency, and error rate metrics flow to Prometheus dashboards per provider and region. Adjust weights, swap providers, or add new regions with config changes — no redeployment required.

Why teams choose Multi-Cloud Capacity Management

Resilience without negotiating separate capacity contracts.

Relying on a single AI provider means that outages become your outages. ManyLayers lets you access burst capacity from secondary providers during peaks and automatically route around failures — without establishing individual billing relationships or managing separate API integrations.

  • 40+ providers: OpenAI, Anthropic, Bedrock, Vertex, Azure OpenAI, Gemini, Groq, Mistral, Cohere, Ollama, and more
  • Retry budgets prevent cost spikes from runaway retry loops on sustained outages
  • Per-provider rate limit tracking prevents 429 errors before they occur
  • Semantic cache reduces redundant cross-provider calls by 20–40% on chat workloads
  • No per-token markup — provider API keys are yours, billing goes direct
“We had a 45-minute OpenAI outage that our users never noticed. ManyLayers automatically routed to Anthropic, our cost stayed predictable, and the only evidence in our logs was a change in which provider column showed up.”

CTO — AI-Native SaaS Company

Build AI infrastructure that survives any single provider failure.