DevOps for AI presents challenges to organizations of all sizes, but it’s especially acute for large organizations. The Enterprise AI Layer automates Dev Ops, allows for customer auth & permissioning, model inventory & discovery, and gives you the ability to run on any cloud.
“Algorithmia empowers U.S. Government agencies to rapidly deploy new capabilities to the AI layer. The platform delivers security, scalability and discoverability so data scientists can focus on problem solving.”
“Today most AI/ML models are still being deployed manually, which requires a lot of time, coordination, and engineering resources. We're working with Algorithmia to help companies deploy, iterate, and scale faster on Azure with the Enterprise AI Layer,”
“As someone that has spent years designing and deploying Machine Learning systems, I'm impressed by Algorithmia's serverless microservice architecture – it's a great solution for organizations that want to deploy AI at any scale,”
The AI Layer
Your Enterprise AI layer removes the barriers blocking full utlization of your AI/ML investments.
Advantages of the Enterprise AI Layer
- Cloud Agnostic - The software can be installed on any public or private cloud.
- Custom Auth - Works with your auth provider to make permissioning simple.
- Discoverability - Make your AI/ML models easily discoverable across the organization.
- Advanced monitoring - Understand how your team is using your AI/ML investments.
- Custom Security - Can be customized to the highest security policy.
Why Algorithmia Enterprise?
Use Git and write functions in Java, Scala, Python, Ruby, NodeJS, Rust, or R. Algorithmia Enterprise is stack-agnostic and compatible with your current workflows and IDE. The REST API nature eliminates any interoperability challenges.
Combine, pipe, and remix functions to create new solutions. Algorithmia Enterprise allows you to connect functions from different technology stacks. Individuals and teams will build on each others’ work instead of re-inventing the wheel.
Categorize, tag, and describe functions in a searchable format. Individual contributors are able to find, evaluate, and integrate the work of their peers.
Publish functions as versioned API endpoints. Algorithmia Enterprise makes each version of a single function available as a unique REST API endpoint, concurrently, eliminating backward-compatibility challenges and breaking changes.
Cherry-pick the latest algorithms from the public marketplace that are written by world-class researchers. Instantly expand the tool chain of your internal developers and scientists.
Configure Algorithmia Enterprise to automatically scale up or down in response to fluctuating throughput needs. Substantially reduce data center costs by avoiding over-provisioned clusters.
Horizontally deploy and scale deep learning models over GPU clusters. Effortlessly transform complicated models to universal REST APIs.
Monitor cluster-wide health metrics and user-specific audit trails. Algorithmia Enterprise can be configured to meet the most stringent data security policy.
Algorithmia Enterprise is the technology behind the largest algorithm marketplace in the world and offered with 24x7 hands-on engineering support.