What is Akka?

Akka is an agentic AI platform for enterprises: a full-stack system for building, running, and governing production-grade agentic AI. It brings developer experience, runtime, and governance together in one integrated system. You describe what you need. Akka generates a production-ready system, and that system runs as a durable, event-driven, distributed application.

The Akka agentic platform — build

The platform layers

The graphic above shows how Akka is organized into four layers:

  • Components — the building blocks you compose into a system: agents, workflows, entities, endpoints, views, and consumers.

  • Runtime — the engine that handles the hard distributed-systems problems for you: clustering, resilience, zero-trust networking, data sharding, and traffic steering. It keeps state in memory, persists every change, routes messages, and recovers from failure.

  • Cloud Stack — the infrastructure behind Automated Operations: active-active HA/DR, runtime patching, rolling updates, elastic scaling, and shared compute.

  • Harnesses — the tooling to build, test, and evaluate agentic AI: the dev sandbox, operations console, TestKit, EvalKit, spec-driven development, infosec controls, and cost management.

The capabilities

Akka brings the building blocks of agentic systems together under one model:

  • Agents — model-backed components with memory, tools, and multi-agent collaboration.

  • Orchestration — durable, multi-step coordination of agents and workflows.

  • Memory — durable, in-memory, sharded state for agents and entities.

  • Streaming — real-time stream processing for event-driven and AI workloads.

  • Automated Operations — run services with elastic scaling, resilience, and no-downtime updates.

For how these pieces fit together under the hood, see Akka Internals.

Next steps