---
canonical: "https://www.softatlas.io/ai21/products/maestro"
name: "Maestro"
provider: "AI21"
category: "Artificial Intelligence / AI Infrastructure / AI Compute Orchestration"
review_count: 0
ai_powered: false
website: "https://www.ai21.com/maestro"
updated: "2026-07-12"
---

# Maestro

By [AI21](/ai21.md)

Maestro is an optimization framework designed for real-world AI agents, enhancing execution strategies, harness optimization, and intelligent model routing to improve performance and cost-efficiency.

## Features
- Optimize production AI agents without trial and error
- Automatically scale budget and compute resources
- Validate results in-flow to boost accuracy
- Trace, debug, and adjust workflows with visual execution graphs
- Extract structured information from ingested documents
- Plan and orchestrate complex tasks dynamically
- Route, compress, and decompose requests to reduce costs
- Attribute spend to specific teams, repositories, and agents

## Built for
DEVELOPERS, OPERATIONS, EXECUTIVES

Source: https://www.softatlas.io/ai21/products/maestro