Orchestrating multi-agent teams
Multi-agent means more than one spec. In AshnaAI, start with one agent. Split only when two jobs have different tools or approval rules.
AshnaAI

What you'll do
Multi-agent means more than one spec. In AshnaAI, start with one agent. Split only when two jobs have different tools or approval rules.
This guide walks through multi-agent orchestration in AshnaAI. You stay in chat. You do not need a separate desktop of buttons for each file job.
Before you start
Open AshnaAI and start a new chat.
How to multi-agent orchestration
Follow the steps below in order. Confirm in chat before AshnaAI sends, posts, or writes to Tally.
Step 1. Read the definition
Multi-agent means more than one spec. In AshnaAI, start with one agent. Split only when two jobs have different tools or approval rules.
Step 2. Open AshnaAI
Sign in at https://app.ashna.ai and start a chat, or open the agent builder.
Step 3. Try the job
Keep a single agent until a second tool family needs different approvals.
Step 4. What to expect
More agents add handoff bugs. Do not split a first project.
Keep in mind
More agents add handoff bugs. Do not split a first project.
Related guides
Also read create and use agents.
Also read building your first ai agent.
More AI glossary how-tos live on What is RAG, hallucination, and prompt engineering.
Try it now
Open app.ashna.ai and run this job in a new chat. New accounts can start from app.ashna.ai/signup.
Frequently asked questions
- What is multi-agent orchestration?
- Multi-agent means more than one spec. In AshnaAI, start with one agent. Split only when two jobs have different tools or approval rules.
- How does AshnaAI use this?
- One job, one agent, first.
- Do I need to train a model?
- Usually no. Prefer files, connectors, and a clear job over fine-tuning.
- Where is the glossary entry?
- Read https://www.ashna.ai/ai-glossary/multi-agent-orchestration
- What should I do next?
- Keep a single agent until a second tool family needs different approvals.
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