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Scheduled launch — Aug 11, 2026

OrchestraML is listed on AI Kaptan and will enter the daily launch competition on that day. Community upvotes open on launch day.

OrchestraML
Developer Tools
Freemium

OrchestraML

OrchestraML converts natural-language ML goals and CSV datasets into auditable ML pipelines with Human-in-the-Loop checkpoints, explainable AI audits, and downloadable model bundles.

Rating
0
Reviews
0
Upvotes
about 4 hours ago
Listed
Developer Tools
Artificial Intelligence
Machine Learning
AutoML
Data Science
AI Agents
Pipeline Automation
Tool information
Provider
Sameer Prajapati
Platforms
Web
Languages
English
API Available
Yes
Added to directory
about 4 hours ago
Last updated
about 4 hours ago
Rating
Not available
Pricing
Freemium

About OrchestraML

What the tool does and who it's for

OrchestraML is a multi-agent AI platform that converts natural-language Machine Learning objectives and CSV datasets into complete, auditable ML pipelines. Built with nine specialized agents, OrchestraML guides users through dataset guardrails, exploratory data analysis (EDA), automated data cleaning, feature engineering, model training, evaluation, AI auditing, PDF reporting, and downloadable model bundles. It features Human-in-the-Loop checkpoints at critical decisions, ensuring transparency, control, and explainability for developers, students, and early-stage teams.

Key capabilities

Natural Language to ML Pipeline: Converts plain English prompts into complete machine learning workflows.
Multi-Agent Lifecycle: Features 9 specialized agents including Orchestrator, Dataset Intelligence, Guardrails, EDA, Cleaning, Features, Modeling, Evaluation, and Deployment.
Human-in-the-Loop Checkpoints: Pauses at critical stages for human review, approval, modification, or rejection.
Dataset Guardrails: Scans datasets to catch PII leakage, duplicate targets, constant features, and modeling risks before training.
Evidence-Driven Feature Engineering: Validates engineered features via cross-validation and statistical metrics.
AI Audit Trail: Logs all agent decisions with plain-English reasoning for total explainability.
Downloadable Model Packages: Generates ZIP bundles with trained model pkl files, preprocessors, predict.py scripts, dependencies, and PDF reports.
API & REST Deployment: Provides live REST API options and BentoML deployment for production readiness.

Pricing

Freemium — plans below

Free

₹0/month

  • 10 pipelines per month
  • Datasets up to 50,000 rows
  • All 8 pipeline stages
  • 6 human checkpoints
  • Model download (ZIP)
  • EDA charts + SHAP
  • AI audit trail
  • Email support

Pro

Most popular

₹1,249/month

  • Everything in Free
  • Unlimited pipelines
  • Datasets up to 500,000 rows
  • BentoML API deployment
  • Priority processing
  • Jupyter notebook export
  • Priority email support

Team

₹3,199/month

  • Everything in Pro
  • 5 team members
  • Shared pipeline library
  • Team model registry
  • Slack notifications
  • Dedicated support
  • Custom data retention

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