Chalk
Chalk provides a comprehensive data platform for machine learning and generative AI, offering products like Compute, Feature Store, and Monitoring, and solutions for Credit, Fraud & Risk, and Predictive Maintenance.
Services
Chalk offers a comprehensive data platform tailored for machine learning and generative AI applications. Their portfolio includes products like Compute, Feature Store, Monitoring, Branches, and the LLM Toolchain, enabling robust data processing and management. The platform supports real-time data pipelines, just-in-time data querying, and various tools and APIs integration, including Plaid, SentiLink, Socure, among others. Chalk's offerings aim to facilitate seamless data workflows and feature engineering with built-in scheduling, streaming, caching, and real-time decision-making capabilities.
Products
Chalk provides several specialized products designed for different aspects of data and machine learning management. These include Compute, Feature Store, Monitoring, Branches, and an LLM Toolchain. Compute handles high-performance data processing using a Rust-based runtime. The Feature Store manages feature discovery, versioning, and governance. Monitoring oversees data quality, pipeline execution, and data freshness. Branches support the organization of versions, while the LLM Toolchain offers vector embeddings, similarity search, and prompt engineering for language models.
Solutions
Chalk's solutions cater to several critical areas, including Credit, Fraud & Risk, and Predictive Maintenance. These solutions are designed to leverage machine learning for accurate, real-time predictions and analyses. For instance, the company supports batch and streaming data sources to enable predictive maintenance, which aids in timely and effective maintenance decisions. Their Credit and Fraud & Risk solutions integrate with various tools and APIs to provide comprehensive and secure data handling and analysis.
Funding and Recognition
Chalk has garnered significant financial backing and industry recognition. The company raised $10 million in seed funding led by investors such as General Catalyst, Unusual Ventures, and Xfund. Additionally, Chalk has been selected as one of the leading ML/AI Development Platforms in the 2024 CB Insights AI 100. These accomplishments underscore the company's growing influence and credibility in the AI and machine learning sectors.
Security and Compliance
Chalk places a strong emphasis on security and compliance, aligning its practices with industry standards. The company has completed a SOC 2 Type 1 Report and maintains a security program certified via a SOC-2 Type 2 assessment. These certifications demonstrate Chalk's commitment to securing its platform and ensuring data protection for its users. The company's robust security measures are an integral part of delivering a reliable and trustworthy data platform.