Coordinated agents that execute, not just respond.
Nexoraa decomposes complex operations into specialist agents - supervised, scoped, and observable. Hierarchical orchestration, parallel execution, durable state, and event-driven activation, all under enterprise governance.
Why multi-agent, and not a single super-agent.
Enterprise workflows have specialised steps: extraction, classification, lookup, validation, decision, escalation. A single monolithic agent that attempts all of them is harder to govern, harder to test, and far harder to operate.
Nexoraa decomposes workflows into specialist agents with explicit handoffs. Each agent has its own scoped tools, memory, prompts, and policies. Each agent can be versioned, tested, deployed, and rolled back independently.
Three patterns for governed execution.
Supervisor / Worker
A supervisor agent decomposes the task and assigns sub-tasks to specialist worker agents. The supervisor receives results, validates, and either continues, retries, or escalates.
Sequential pipeline
Agents execute in a defined order. Output of agent N becomes the input of agent N+1. Suitable for document pipelines such as extract, validate, classify, and route.
Event-driven activation
Agents subscribe to operational events such as new tickets, inbound documents, or webhooks. Each event activates the right agent topology.
What the orchestrator controls.
Hierarchical execution
Nested supervisor / worker topologies, including supervisors that supervise other supervisors.
Durable execution
Workflow state is persisted at each step. Pause, resume, or fail over without restarting the run.
Parallelisation
Independent steps execute in parallel; the orchestrator waits and joins results.
Conditional routing
Branching based on confidence, output validation, business rules, or user role.
Tool scoping
Each agent declares which tools it can call. Tools are gated by role and policy at runtime.
Failure handling
Per-step retry policy, fallback agents, dead-letter queues, and escalation to human reviewers.
How to test it.
Prospective customers can validate orchestration in a live demo by running a workflow that involves a planner agent and one or more executor agents. The platform displays the coordination trace showing the planner's decomposition, the executor calls, and the joined result.