AI21 Maestro
Optimization framework
for real-world
AI agents
R&D teams lose months getting AI to actually work at scale. Maestro optimizes production agents without the trial and error.
Our partners
Enterprise agents engineered for accuracy
Alternative Paths
Automatic budget & compute scaling
Stay within your cost and latency budget while multiple parallel paths compete to deliver the best result.
Verified Results
In-flow validation boosts accuracy
Verify results and automatically fix errors at every step before they cascade. Visual execution graphs make it simple to trace, debug, and adjust workflows.
Data Ingestion & Extraction
Advanced RAG capabilities
Get unrivaled retrieval accuracy with advanced data parsing that automatically extracts structured information from ingested documents.
Alternative Paths
Dynamic planning and orchestration
Turn complex tasks into clear multi step plans on demand. Plug in your data and tools, define your budget, and let execution run end to end.
Keep exploring
Your data is protected.
AI21 is committed to the highest international privacy and security regulations. Securing your organization’s data and adhering to compliance requirements is top of mind.
Optimize cost, accuracy and latency in real-world AI agents
Maestro is an optimization framework for production AI agents. It cuts what they cost — without touching what they deliver.
- Cut wasted spend. Most agent budgets are over half recoverable waste — Maestro routes, compresses, and decomposes every request in flight, with no change to your code.
- No quality trade-off. Map the cost / accuracy / latency frontier and choose your point — optimization that’s validated, not guessed.
- See where every dollar goes. Attribute spend to the team, repo, and agent that caused it, and know the true cost of every task.