Model, coordinate, and act on your cloud infrastructure from one graph.
Managing cloud infrastructure today means separate consoles, separate SDKs, separate runbooks, and incident response that requires switching between tools to trace a single request. TwinGraph collapses that into one live graph your team and your AI agents can reason over and act on. Observability isn't a feature you bolt on afterward. When your infrastructure is a graph, every dependency, state change, and event is already visible and traversable.
Every team running workloads across cloud providers pays an invisible coordination tax: glue code between services, duplicated credentials, orchestration tools that only speak to one side, and incident response that means opening three consoles to trace a single failure. The infrastructure itself works fine. The coordination between it is where teams lose hours, miss root causes, and burn out at 3 AM.
TwinGraph models your cloud infrastructure as a single live graph. Services, Lambda functions, Cloud Run endpoints, deploys, pods, and dependencies all become nodes with live state and edges that express real relationships. Agents traverse the full graph to diagnose issues and invoke functions on any provider with the same call. Authentication is handled securely behind the scenes, including keyless cross-cloud access via Workload Identity Federation. Observability is a natural consequence of the architecture, not a separate layer to configure.
A few steps. Real infrastructure.
Map your infrastructure
Add services, functions, and dependencies as graph nodes. Edges express what depends on what, across providers.
Stream live state
Pipe metrics and events into TwinGraph over MQTT or Pub/Sub. Node state updates in real time.
Agents diagnose and act
Vertex AI agents traverse the graph to find root cause, then invoke Cloud Run functions or AWS Lambdas to resolve incidents.
See everything by default
Every node, edge, and event is visible in TwinGraph Browser. No instrumentation to add, no dashboards to build.
- 01
Orchestrate, Don't Just Observe: Agents don't just surface what's broken. They traverse the dependency graph, find root cause, and invoke functions on any provider to resolve it.
- 02
Inherent Observability: Every dependency, state change, and event is visible because it's a graph node, not because you instrumented it. No dashboards to build, no agents to install.
- 03
Cross-Cloud by Default: One graph spans providers, so diagnosis and remediation don't stop at cloud boundaries. Keyless authentication means no secrets to rotate between clouds.