Produl – No-Code AI Model Maker

What is Produl – No-Code AI Model Maker

Produl is a powerful tool that lets you train and deploy AI models without writing any code. It is designed to make AI accessible to everyone, from beginners to experienced professionals. With Produl, you can upload your data, set constraints, and deploy production-ready models to various environments, including servers, edge devices, and browsers. The platform offers a range of features to ensure your AI models are robust, explainable, and easy to monitor.

Benefits

Produl offers several key benefits that make it a standout choice for AI model training and deployment:

• No-Code Training: Train AI models without writing any code. Simply upload your data and set constraints to get started.
• Multi-Format Ingestion: Support for various data formats, including CSV, Parquet, images, Google Sheets, S3, and databases.
• Constraint-Aware Optimization: Optimize your models for accuracy, size, and latency within your budget.
• Multi-Runtime Deployment: Deploy your models to server APIs, edge environments, or directly in-browser.
• Auto-Generated Model Cards: Get comprehensive documentation with dataset information and limitations.
• Built-In Monitoring: Track performance, detect drift, and maintain model health.
• Explainability Features: Understand model decisions with feature importance and fairness checks.
• Production Ready: Enterprise-grade security, versioning, and reproducibility.

Use Cases

Produl is versatile and can be used in various scenarios, including:

• Business Intelligence: Train models to analyze customer data and improve business decisions.
• Healthcare: Develop models to predict patient outcomes and improve healthcare services.
• Finance: Create models to detect fraud and manage risk.
• Retail: Use models to personalize shopping experiences and optimize inventory.
• Manufacturing: Implement models to predict equipment failures and improve operational efficiency.

Pricing

Produl offers a simple and transparent pricing structure to cater to different needs:

• Free: Perfect for getting started with AI model training. Includes 1 project, up to 50k rows per dataset, 1 deployment, ONNX export, basic model cards, and community support.
• Pro: For serious AI projects and power users. At $49 per month, it includes 10 projects, up to 2M rows per dataset, 5 experiments per day, multiple deployments, drift monitoring, priority support, advanced model cards, and fairness checks.
• Team: For teams that need collaboration and advanced features. At $149 per month, it includes everything in Pro, up to 5M rows per dataset, team collaboration, staging & production environments, canary deployments, advanced monitoring, custom model constraints, API access, and dedicated support.

• Enterprise: For organizations requiring enterprise-grade security and support. Contact Produl for pricing, which includes everything in Team, SSO integration, VPC & on-premise deployment, custom limits & quotas, SLA guarantees, advanced security features, a dedicated account manager, and 24/7 priority support.

• Self Hosted: Included with all plans.

• Cloud Hosting: Available as a $19.99/month addon.

Vibes

Produl has received positive feedback for its user-friendly interface and powerful features. Users appreciate the ability to train and deploy AI models without needing to write code, making it accessible to a wider audience. The platform's comprehensive documentation and support options have also been highlighted as key strengths.

Additional Information

Produl is backed by a team of experts in AI and machine learning. The platform is designed to be scalable, ensuring that it can grow with your needs. Whether you are a small business or a large enterprise, Produl provides the tools and support you need to succeed in AI model training and deployment.