Substrate
About Substrate
Provides a compute engine optimized for running multi-step AI workloads by analyzing and tuning workflows as directed acyclic graphs. Enables developers to build compound AI systems using modular components like models, vector databases, and code interpreters, improving performance through automatic workload optimization and maximum parallelism.
```xml <problem> Building complex AI systems often requires piecing together various modular components like models, vector databases, and code interpreters. Optimizing these multi-step AI workloads for performance and parallelism can be challenging and time-consuming. </problem> <solution> Substrate provides a compute engine and platform designed to streamline the development and execution of multi-step AI workloads. It allows developers to connect modular AI components into workflows represented as directed acyclic graphs. The platform then automatically analyzes and optimizes these graphs for maximum parallelism and efficiency, reducing roundtrips and improving overall performance. Substrate offers simple abstractions and a unified environment for building compound AI systems. </solution> <features> - Compute engine optimized for multi-step AI workloads - Automatic workload tuning through directed acyclic graph analysis - Maximum parallelism for efficient execution - Support for modular components like models, vector databases, and code interpreters - Simple abstractions for building compound AI systems - Python and TypeScript SDKs for easy integration </features> <target_audience> Substrate targets AI developers and teams building complex AI-powered applications who need a platform to optimize and accelerate their multi-step workloads. </target_audience> ```
What does Substrate do?
Provides a compute engine optimized for running multi-step AI workloads by analyzing and tuning workflows as directed acyclic graphs. Enables developers to build compound AI systems using modular components like models, vector databases, and code interpreters, improving performance through automatic workload optimization and maximum parallelism.
Where is Substrate located?
Substrate is based in East New York, United States.
When was Substrate founded?
Substrate was founded in 2023.
How much funding has Substrate raised?
Substrate has raised 7840000.
Who founded Substrate?
Substrate was founded by Ben Guo, Rob Cheung and Kyle Pitzen.
- Ben Guo - cofounder
- Rob Cheung - Co-Founder
- Kyle Pitzen - Co-Founder
- Location
- East New York, United States
- Founded
- 2023
- Funding
- 7840000
- Employees
- 7 employees
- Major Investors
- Lightspeed Venture Partners