What is Degen.ai?
Managing data workflows often involves time-consuming tasks like creating realistic test data, ensuring privacy compliance, or wrangling unstructured information. DeGen.AI provides a suite of Generative AI tools designed specifically for data engineers like you. Our platform helps you generate, augment, protect, and analyze both structured and unstructured data, automating complex processes so you can focus on building, testing, and scaling your data projects—all without writing code.
Key Capabilities
🤖 Generate Synthetic Data: Create high-fidelity, structured datasets from scratch, complete with customizable schemas and distributions, ideal for robust testing and development without relying on sensitive production data.
📈 Augment Existing Datasets: Intelligently enrich your data by introducing controlled noise, simulating outliers, applying scaling transformations, or generating plausible missing values to improve model training and resilience.
⏱️ Produce Time Series Data: Construct realistic time-based datasets, defining specific trends, seasonality, and cyclical patterns for forecasting model development and backtesting.
🔒 Handle PII & Anonymize Data: Automatically detect and mask or replace sensitive Personally Identifiable Information (PII) such as emails, phone numbers, SSNs, and credit card numbers to ensure compliance and protect privacy.
⚖️ Address Imbalanced Data: Visualize dataset distributions and apply techniques to rebalance skewed classes, leading to more accurate and fair machine learning models.
🏷️ Perform Named Entity Recognition (NER): Automatically extract and categorize key entities—like people, organizations, locations, dates, and custom types—from unstructured text documents.
💬 Query Data with Natural Language: Interact with your datasets conversationally. Ask questions in plain English ("Show me all users from California who signed up last month") and receive AI-generated SQL queries and results.
⚡ Optimize SQL Queries: Submit your existing SQL queries and let AI analyze and suggest optimized versions for improved performance and reduced resource consumption on your database.
📄 Parse & Extract from Raw Data: Convert unstructured or semi-structured data (like logs, reports, or free text) into organized, structured formats (CSV, JSON) for easier analysis and integration.
🔗 Integrate with Databases: Connect directly to your existing databases to pull data for processing and push results back, or work seamlessly with CSV and JSON file exports/imports.
Practical Use Cases for Data Engineers
Accelerate Development Cycles: Instead of waiting for sanitized production data, you can instantly generate large, realistic synthetic datasets that mimic production characteristics. Use this data to thoroughly test new application features, database migrations, or ETL pipelines before deployment, significantly reducing risks and delays.
Enhance ML Model Robustness: You have a clean but limited dataset for training a fraud detection model. Using DeGen.AI, you augment this data by simulating edge cases—adding transaction outliers, introducing plausible missing information for certain features, and rebalancing the ratio of fraudulent to non-fraudulent examples—creating a more comprehensive dataset that helps train a more resilient and accurate model.
Streamline Compliance Workflows: Before sharing a customer dataset with an analytics team, you need to remove all PII. With DeGen.AI, you simply connect to the database table or upload the file, configure the PII masking feature, and generate a fully anonymized version within minutes, ensuring compliance with privacy regulations like GDPR or CCPA without manual effort.
Get Started with AI-Driven Data Engineering
DeGen.AI offers a practical way to leverage Generative AI for your daily data challenges. By automating generation, augmentation, and analysis tasks, it frees you up to focus on higher-value activities. The platform is built to handle datasets ranging from small test files to enterprise-scale volumes, all accessed through an intuitive, no-code interface driven by natural language interactions where possible. Because you use your own AI provider keys (BYOK), the platform itself is available at no cost.
More information on Degen.ai
Launched
2025-03
Pricing Model
Free
Starting Price
Global Rank
Follow
Month Visit
<5k
Tech used
Netlify,OpenGraph,HSTS
Degen.ai was manually vetted by our editorial team and was first featured on 2025-05-03.
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