AgentWatch gives every application one endpoint for every model, so teams can choose the right provider for each task and stay online when a provider fails.
At a glance
- Best for: CTOs, platform teams and application developers
- Problem: Hard-coded integrations and single-provider outages
- Outcome: One OpenAI-compatible endpoint with rule-based routing and automatic failover
The challenge
Most enterprises now use several models. Some tasks need a frontier model; others run well on a smaller or private one. Building and maintaining a separate integration for each provider is slow, and it leaves applications exposed when a provider throttles or goes down.
- Separate code paths and API keys for each provider
- Switching models requires code changes and redeployment
- Provider outages and throttling take customer-facing applications down
- Limited visibility into latency and error rates by provider
How AgentWatch solves it
- Integrate once. Applications connect to AgentWatch through an OpenAI-compatible API.
- Define rules. Provider selection rules route each request to OpenAI, Anthropic, Google, OpenRouter, or custom and private models.
- Monitor health. Health checks and circuit breakers watch every provider continuously.
- Fail over. When a provider is degraded, traffic moves automatically to a healthy alternative.
- Measure. Dashboards report usage, latency, error rates and provider performance.
Key capabilities
- One API endpoint for multiple model providers
- Provider selection rules and intelligent routing
- Circuit breakers and automatic failover
- Streaming support and response caching
- Prometheus-compatible metrics and structured JSON logs
- Hybrid deployment that brings private and public models under one policy plane
Example scenario
An eCommerce company runs its shopping assistant on one provider and product description generation on another. During a provider slowdown, AgentWatch detects the degraded service and routes assistant traffic to a backup model. Customers see no interruption, and the platform team reviews latency and error metrics afterward to tune its routing rules.
Who benefits
- CTO and VP Engineering: Reduce dependency on any single provider.
- Platform and DevOps teams: Manage one endpoint and one set of encrypted credentials.
- Application developers: Add or switch models through configuration instead of code.
- Site reliability engineers: Monitor provider health with Prometheus-compatible metrics.
Frequently asked questions
How much code change does AgentWatch require?
Very little. Because AgentWatch uses an OpenAI-compatible API, most applications only need to point to the AgentWatch endpoint.
Can we route to private or self-hosted models?
Yes. AgentWatch routes to custom and private providers alongside public ones.
Keep AI applications online. Schedule a demo of AgentWatch.
