Algorithmia is the enterprise machine learning operations (MLOps) platform. It manages all stages of the production ML lifecycle within existing operational processes, so you can put models into production quickly, securely, and cost-effectively.
Unlike inefficient and expensive do-it-yourself MLOps management solutions that lock users into specific technology stacks, Algorithmia automates ML deployment, optimizes collaboration between operations and development, leverages existing SDLC and CI/CD systems, integrates with best-of-breed tools, and provides advanced security and governance.
Over 130,000 engineers and data scientists have used Algorithmia’s platform to date, including non-governmental organizations, government intelligence agencies, and Fortune 500 companies.
User in Financial Services
Advanced user of Algorithmia
★★★★★
Algorithmia - Eliminating the dependency on dev ops
What do you like best?
Algorithmia has really put the power back in the hands of our data scientists and R&D developers. One of the key bottlenecks our organization faced was pushing code from dev into production, due to the time spent containerizing our code and the skillset required to do so. Especially in situations when we are constantly iterating and publishing new versions, the ability to containerize without support from dev ops is extremely powerful.
What do you dislike?
Two of the main areas for improvement would be parity with Azure repos and more business-focused reporting of platform consumption. We have stakeholders in both technical and business areas, and struggle to communicate this across teams. Additionally, SAS is a very popular language in our line of business, which Algorithmia does not currently support.
What problems are you solving with the product? What benefits have you realized?
In addition to the bottleneck from code containerization, Algorithmia has also helped our team with knowledge transfer. Our organization is a large, global company and we have had difficulty in the past with sharing code across teams. Algorithmia has become a centralized platform for our teams to work.
Review source: G2.com
