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Rivac Labs
Specialized & Cross-Industry Services

Agents Orchestrator

As AI systems move from single chatbots to fleets of specialized agents, the hard problem stops being any one agent's capability and becomes coordination — who hands off to whom, how conflicts get resolved, and what happens when two agents disagree. This service designs and builds the orchestration layer: task routing, handoff protocols, conflict resolution, and monitoring across a multi-agent system so the whole is actually more reliable than any single agent. It's for teams already running or building multiple AI agents who are hitting coordination failures — dropped handoffs, duplicated work, silent disagreements — that a single-agent mindset doesn't solve. You get a coordination layer that makes your existing agents work as a system instead of a pile of independent tools.

How We’d Approach This

A clear, staged plan — not a black box

  1. 1

    Diagnose your current multi-agent setup to find where handoffs drop, work duplicates, or agents silently conflict.

  2. 2

    Pilot an orchestration layer on the two or three agents causing the most coordination failures.

  3. 3

    Review orchestration performance against the manual or ad-hoc baseline with your team.

  4. 4

    Roll out full orchestration across the agent fleet with monitoring and human escalation paths.

What You Get

Deliverables from this engagement

  • An orchestration layer with defined task-routing and handoff protocols
  • Conflict-resolution logic for disagreeing agent outputs
  • A monitoring dashboard showing agent-to-agent handoffs and failures
  • Documented escalation paths for cases requiring human judgment

Six Ways We Could Architect This

Different engagement, different build — pick the shape that fits

There’s more than one way to deliver on this service. Browse a few of the ways we’d structure the work, depending on your speed, budget, and integration needs.

Ready to get started?

Tell us what you’re trying to get done and we’ll help you find the highest-leverage place to start — scoped small enough to prove itself before you commit to anything bigger.

Talk to us about Agents Orchestrator
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