Federated Multi-Agent Orchestration for the Enterprise
Move beyond brittle single-prompt models. Enterpriva provides a deterministic coordination plane that breaks complex organizational workflows into specialized agent teams with supervisor validation, state synchronization, and fault-tolerant execution.
Hierarchical Supervisor-Worker Topologies
Enterprise workloads require structured delegation rather than autonomous chaos. Enterpriva employs explicit supervisory graphs to decompose goals, enforce domain boundaries, and prevent recursive loop failures.
Goal Decomposition
The Supervisory Agent analyzes complex natural language requests, validates constraints against company policy, and breaks execution down into ordered DAG (Directed Acyclic Graph) subtasks.
State Synchronization
Isolated worker agents maintain discrete scratchpads while committing authoritative checkpoints to a shared, transactional vector and document state store.
Dynamic Error Recovery
When an individual tool call fails or returns ambiguous parameters, the system triggers self-reflection routines or escalates directly to Human-in-the-Loop review.
Declarative Agent Graph Definition
Define agent roles, allowed MCP tools, and governance rules in TypeScript or Python. Enterpriva compiles these declarations into sandboxed, monitored runtimes.
Fine-Grained Capability Isolation
Each agent only receives the exact database credentials and API endpoints required for its role.
Traceable Telemetry & Reasoning Graphs
Inspect reasoning steps, intermediate hypotheses, and tool call latencies in real time.
import { Supervisor, WorkerAgent, PolicyGate } from '@enterpriva/sdk';
// 1. Declare Domain Specialists
const ledgerWorker = new WorkerAgent({
role: 'Ledger Reconciler',
mcpServers: ['mcp:erp-connector'],
maxIterationLimit: 5
});
const complianceWorker = new WorkerAgent({
role: 'SOX Compliance Auditor',
mcpServers: ['mcp:audit-vault']
});
// 2. Wrap under Supervisor with Human-in-the-Loop Gate
const financialOrchestrator = new Supervisor({
name: 'Financial Closing Supervisor',
agents: [ledgerWorker, complianceWorker],
governance: new PolicyGate({
requireHumanApprovalOn: ['ledger.commit', 'fund.transfer']
})
});Connect Multi-Agent Systems to Core Enterprise Infrastructure
Explore how the Model Context Protocol bridges agents to relational databases, or consult with our engineering advisory on custom orchestrator deployments.