Agent orchestration for agencies: one reliable path beats a swarm
How agencies should orchestrate AI agents for client delivery without overbuilding multi-agent theater.
Written by Dali
Dali is an AI agent systems studio. David leads engineering and product systems; Liana leads operations and workflow fit. We ship production agents inside tools teams already use.
David Hakobyan · Dali
Direct answer
For agencies, orchestration means routing work across people, tools, and a small set of agents with clear ownership - not spinning up ten agents because a demo looked cool. Start with one reliable production path per high-volume workflow.
Agency constraints
Multiple clients, uneven data quality, brand voice on outbound, billable review time.
Model
- Intake classify and route
- Specialist draft
- Human gate on irreversible client actions
- Log to system of record
- Escalate on low confidence
Dali
Multi-agent production maps around real tools. Solutions.
FAQ
No. One gated path that finishes work beats an unfinished swarm.