What is Chalk?
Chalk is a real-time platform for machine learning, designed to make infrastructure management simple. It allows data teams to concentrate on developing unique products and models that drive business growth.
Chalk offers deployment to your own infrastructure, utilizing existing databases as online and offline stores, avoiding the need for bespoke storage. It's built to handle high-volume workloads with ultra-low latency, scaling horizontally and executing complex queries with a Rust-based runtime. Chalk ensures access to real-time data, improving predictions with fresh information queried just-in-time for online predictions.
Features
- Infrastructure Deployment: Deploy to your own infrastructure, utilizing existing databases.
- High-Volume, Low-Latency: Handles high-volume workloads with ultra-low latency, scaling horizontally.
- Rust-Based Runtime: Executes complex queries on a Rust-based runtime for maximum performance.
- Real-Time Data: Powers real-time decisions with access to real-time data.
- Just-in-Time Querying: Queries data just-in-time for online predictions.
- Perfect Auditability: Know everything you computed and data replay anything.
- Unified Training and Serving: Unify training and serving. Iterate faster.
- Data Observability: Track data use, drift, and quality effortlessly with observability—built right in.
Use Cases
- Transaction fraud modeling
- Credit underwriting processes
- Predictive maintenance
- Risk Intelligence Platform
