AI LAYER
Your machine learning team is capable of much more—with the right tools.
AI Layer Diagram

Operationalize Your
Machine Learning Life Cycle

The AI Layer abstracts your models from infrastructure, so you can do more of what matters as you scale.
Algorithmia AI Layer Life Cycle

Data scientists never have to worry about infrastructure again

75% of data scientists' time is spent on infrastructure tasks. [1]

The AI Layer extends your team's potential by automating DevOps for ML and allowing rapid iteration of your model portfolio.

Data Scientists

Current Challenges
  • New frameworks are rapidly released
  • Infrastructure tasks consume valuable time
  • Hard to scale models into production
AI Layer Solution
Deploy, evaluate, and iterate models at your own pace.

DevOps & Security

Current Challenges
  • ML expertise is uncommon
  • New infrastructure requirements
  • Need to serve at enterprise scale
AI Layer Solution
Monitor, govern, and manage the company-wide ML model portfolio.

ML Leadership

Current Challenges
  • ML is top priority, clear strategy needed
  • Insight into ML progress is critical
  • Tech stack must be capable of enterprise scale
AI Layer Solution
Ensure ML projects reach maturity with best-in-class security and auditability.

What is the AI Layer?

The AI Layer automates your data science and machine learning workflows and allows you to deploy and manage models at scale.

CONNECT

Connect major data sources, orchestration engines, or step functions.

DEPLOY

Deploy models from major frameworks, languages, platforms, or tools.

SCALE

Scale model inference on infrastructure with high efficiency.

MANAGE

Manage the machine learning life cycle with tools to collaborate, iterate, audit, secure, and govern.

Trusted for Mission Critical Applications

The AI Layer is trusted by Fortune 500 companies, the United Nations, and thousands of users.
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How can we help you get started?

Schedule your demo now to see how the AI Layer will bring value to your organization.
Algorithmia Architecture