Orchestra

Orchestra is a framework for creating AI driven task pipelines and multi agent teams, developed by Mainframe. It gives developers and enterprises a way to wire different AI models and tools together so that work moves through a defined process instead of being handled step by step by a person. You define the rules and logic, the pipeline executes them, and several agents can collaborate inside one workflow. The stated advantages are flexibility and scalability, meaning the same pattern can serve a small internal automation or a larger production system. Documentation and an active community come with it, and access starts with a free trial.

- Define task pipelines with clear input, processing and output steps.

- Let multiple agents work together inside one workflow.

- Integrate different AI models to extend what the pipeline can do.

- Automate task handling and scale it as project size grows.

- Developers building multi step AI workflows.

- Teams that want several agents sharing a workload.

- Engineers who need automation that can grow with the project.

Only a free trial is offered, and long term pricing is not listed, so budget conversations need a direct answer from the vendor. This is a framework, not a product you configure in an afternoon: expect to write code, design the flow carefully and debug it. Multi agent setups in particular take time to get right, because agents can hand work to each other in ways you did not anticipate. When quality matters, export a small draft first to confirm the result before producing the final file.