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OrchestraML
OrchestraML is an AI-powered platform designed to streamline the entire machine learning lifecycle, from goal description to model deployment.
Our verdict
Who it's for
Automate ML workflows from data to deployment with AI agents
Who should look elsewhere
The Free plan has limitations on pipeline runs and dataset size.
Pros
- +Enables production-grade ML workflows without requiring extensive coding knowledge.
- +Offers granular control over the automated process through human checkpoints.
- +Provides transparency into AI decisions and model behavior with audit trails and SHAP explainability.
- +Includes essential features like bias detection and secure data handling.
- +Supports both model package download and live API deployment for flexibility.
Cons
- −The Free plan has limitations on pipeline runs and dataset size.
Key features
- ✓8 Specialized AI Agents for ML pipeline stages
- ✓6 Human Checkpoints for decision approval
- ✓AI Audit Trail with plain-English reasoning
- ✓Smart AutoML with adaptive time budgets
- ✓SHAP Explainability for model predictions
- ✓Automatic Bias Detection across sensitive columns
- ✓Ready-to-Run Model Package download
- ✓AES-256 Encryption for datasets
Pricing
| Plan | Price | Billing | Notes |
|---|---|---|---|
| Free | $0 | month | 10 pipelines per month; Datasets up to 50,000 rows; All 8 pipeline stages |
| Pro | $1249 | month | Everything in Free, plus:; Unlimited pipelines; Datasets up to 500,000 rows |
| Team | $3199 | month | Everything in Pro, plus:; 5 team members; Shared pipeline library |