Description
️ Tool Name: 🖼
Automated.ai – Algorithm Cloud
Categories: 🔖
Programming and Development, Integrations and APIs, Prediction and Applied Machine Learning, DevOps, CI/CD, and Monitoring, Automation and Smart Agents.
️ What does this tool offer? ✏
Automated.ai is an Algorithm Cloud platform designed for deploying and managing algorithms and models. It allows users to provide the platform with an algorithm or model from a Git repository or via direct upload, then automatically generates an API around the algorithm and deploys it to the user’s private cloud or to the Automated.ai cloud. The platform handles server setup, security, certificates, domain configuration, and the HTTPS API interface surrounding the algorithm, while providing the ability to deploy, manage, and schedule tasks through the website. It also supports various deep learning environments, including TensorFlow and Caffe, and allows for the configuration of GPU, Elastic Inference, and CPU servers, with the ability to specify user-specific dependencies. The platform also provides algorithm version management, scheduling of runs, and redeployment, It automatically generates Python code to access the API via the Automated.ai package on PyPI, curl commands for using the APIs, a jQuery HTML page for each published algorithm to demonstrate API usage, and a Swagger file that enables the creation of client tools in various languages. Algorithm Cloud Enterprise also offers a version tailored to the needs of enterprises, with a dedicated business publishing portal and the option to host the platform in the enterprise’s own cloud or with a cloud provider, as well as the ability to isolate the platform from the internet or the cloud provider’s network according to the enterprise’s settings.
What does it actually offer based on user experience? ⭐
- It enables the deployment of models and algorithms in minutes, rather than through setup processes that can take months.
- It supports deployment from a Git repository or via direct upload.
- It automatically generates an API around the deployed algorithm.
- It sets up the server, security, certificates, domain, and HTTPS API interface.
- It provides tools for managing and scheduling algorithms, tracking their versions, and redeploying them.
- It supports GPU, Elastic Inference, and CPU servers.
- It automatically generates access tokens, Swagger files, and a demo site for using the API.
Does it include automation? 🤖
Yes. The platform relies on automation for deploying algorithms and models; it automatically sets up the server, security architecture, certificates, domain, and API interface, It also provides management, scheduling, and redeployment of algorithms, and automatically generates access tokens, Curl commands, a demo site, and a Swagger file for each deployed algorithm.
Pricing Model: 💰
Paid via a monthly subscription, with a two-week free trial. During the trial period, users pay only for server costs, which start at $0.00 when using the available free tier. After the trial ends, the cost for startups with fewer than 10 employees is $60 per month per server/algorithm, in addition to the server cost, while the cost for medium and large companies with more than 10 employees is $120 per month per server/algorithm, in addition to the server cost. An Enterprise version is also available with custom pricing.
🆓 Free Plan Details:
| Item | Details |
|---|---|
| Trial | Free for two weeks |
| Platform cost during the trial | No platform fees; only server costs apply |
| Server cost | Starts at $0.00 when using the free tier |
| Deployment | Deploying models and algorithms |
| Hosting | Automated.ai cloud or user’s own cloud |
| Algorithm Management | Available |
| Scheduling | Available |
| Reposting | Available |
| API | Automatically Create an API |
| Trial Period | Two weeks |
Paid Plan Details: 💳
| Plan | Price | Details |
|---|---|---|
| Startups | $60 per month per server/algorithm + server cost | Designed for companies with fewer than 10 employees, with the ability to use the platform for proof-of-concepts, mobile app development, API interfaces, and MVPs |
| Medium to Large Companies | $120 per month per server/algorithm + server cost | Designed for companies with more than 10 employees; includes access to support and is suitable for teams looking to turn their algorithms into products |
| Enterprise | Custom Pricing | A custom deployment portal for businesses, hosting in a private cloud or with a cloud provider, and the ability to run in an isolated network environment |
Paid plans begin after a two-week free trial, while server costs remain separate from platform fees.
How to access the tool: 🧭
| Access Method | Details |
|---|---|
| Web | Available via the Automated.ai website and the Algorithm Cloud platform |
| API | The platform automatically generates an API for each published algorithm |
| Git | Algorithms can be deployed from a Git repository |
| Direct Upload | Algorithms can be uploaded directly to the platform |
| Python | Python code is automatically generated to access the API via the Automated.ai package on PyPI |
| Curl | Curl commands are automatically generated to use the API |
| Swagger | A Swagger file is generated to access the API from various languages |
| HTML | A jQuery HTML page is generated for each published algorithm to demonstrate API usage |
| Cloud | Can be deployed to the Automated.ai cloud or the user’s cloud |
| Enterprise / Private Cloud | Hosting is available in a private cloud or through a cloud provider for enterprises |
Demo link or official website: 🔗