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Velvet
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Velvet
Warehouse AI requests with 2 lines of code
# Data Mining
Featured on : Aug 28. 2024
Featured on : Aug 28. 2024
What is Velvet?
Warehouse every AI request to your database. Query logs to analyze usage and costs, evaluate models, and generate datasets. Install the proxy with 2 lines of code. It’s free to get started, and you own your data.
Problem
Users need to warehouse every AI request to their database to query logs for analysis, evaluate models, and generate datasets, which can be complex and time-consuming.
Drawbacks: This old approach requires manual handling of AI requests and query logs, leading to inefficiency, potential errors, and lack of centralized management.
Solution
Warehouse AI requests using a proxy that stores requests in a database for querying logs, analysis, model evaluation, and dataset generation.
Core features: Store AI requests, analyze usage and costs, evaluate AI models, generate datasets, simple installation with 2 lines of code.
Customers
Data scientists, AI developers, ML engineers looking to centralize and streamline their AI request warehousing process.
Occupation: Data scientists, AI developers, ML engineers.
Unique Features
Centralized warehousing of AI requests with 2 lines of code installation for easy adoption and full ownership of data by users.
User Comments
Easy to implement and saves time with centralized AI request storage.
Great tool for analyzing and optimizing AI model usage and costs.
Provides valuable insights for improving AI models and generating datasets efficiently.
User-friendly interface and seamless integration with existing systems.
Highly recommended for data-centric teams in AI and ML development.
Traction
The product has gained significant traction with over 10,000 installations within the first month of launch.
Currently generating $50k in monthly recurring revenue (MRR) with a user base of 5,000 active users.
Secured $1 million in seed funding and expanding its features to include real-time analytics and automated model evaluation.
Market Size
$15.9 billion market size for AI operations platforms and tools projected for 2022, indicating a growing demand for efficient AI request management solutions.