Ramen AI

Ramen AI Content Classification Platform is an intuitive, no-code solution designed to build, evaluate, and apply content classifications using the latest AI technology. It enables rapid creation and management of classification schemes, real-time testing, and multi-approach evaluation to deploy accurate models across diverse domains. The platform emphasizes ease of use, versioned experimentation, and seamless integration via code, API, or Google Sheets formulas.

Key capabilities

• One-click version control to safely experiment with new categories without losing previous work.
• Multiple classification approaches supported (various AI/LLM strategies) to choose the best-fit method for your use case.
• Comprehensive evaluation toolkit that automatically computes precision, recall, F1 score, and confusion matrices for version comparison.
• Easy-to-use API and Google Sheets Formula support, enabling classification apps to run in any language and environment.
• AI-generated test data sets (no pre-labeling needed) to quickly generate diverse validation data.
• Usage monitoring and trend reporting to track category performance and cost over time.
• Designed for a wide range of classification use cases across industries with production-ready readiness.
• Rapid setup: non-technical users can typically create a production-ready app in about 10 minutes.

Industries and use cases

• Healthcare: classify medical documents, categorize patient feedback, automate insurance claim processing.
• Finance & Banking: detect fraud, perform sentiment analysis on customer service, organize financial news.
• Retail & E-Commerce: categorize products and reviews, personalize recommendations.
• Legal Services: categorize documents, client emails, legal research, contracts.
• Customer Service: classify tickets and feedback, automate responses.
• Education & Research: organize academic papers, evaluate student essays, curate educational content.

How it works

• Define and edit classification categories with ease.
• Test categories in real time and iterate using one-click version control.
• Choose from multiple AI-driven classification approaches to optimize performance.
• Use the built-in evaluation suite to compare versions and select the best model before deployment.
• Deploy via API or Google Sheets Formula for flexible integration.

Getting started

• Join the waitlist or schedule a demo (average wait ~2 days, call ~10 minutes).
• Create, test, and deploy your classification app quickly with built-in data generation and monitoring tools.

How to Use Ramen AI

1. Define your classification categories and structure.
2. Select an AI approach and train/test using provided tooling.
3. Use the one-click versioning to create new versions for experimentation.
4. Evaluate with precision, recall, F1, and confusion matrices to identify the best version.
5. Deploy via API or Google Sheets Formula and monitor usage trends.

Features Overview

• No code required to build, test, and deploy classification models
• One-click version control for safe experimentation
• Multiple AI/LLM classification approaches supported
• Out-of-the-box evaluation metrics: precision, recall, F1 score, confusion matrix
• API access and Google Sheets Formula integration
• AI-generated test data sets (no pre-labeling needed)
• Monitoring and trend reporting for category usage and costs
• Quick start: production app in ~10 minutes for non-technical users
• Industry-specific templates and use cases across healthcare, finance, retail, legal, and more