Artificial Intelligence (AI) software is a computer program that mimics human behavior by studying different patterns and perspectives of information.
Top characteristics of AI software include machine learning, speech & voice recognition, virtual assistant, etc. AI combined with machine learning is used to provide customers with the necessary functionality and make the business method much easier.
With the assistance of machine learning and deep learning skills, AI software is used to construct and create a smart application from scratch.
Do you need such Artificial Intelligence software to catalyze your business activities?
Here is a list of GoodFirms’ top manufacturers of Artificial Intelligence software for your needs.
Artificial Intelligence Software
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![]() | ![]() ![]() ![]() ![]() ![]() | Spell Spell is an end-to-end data science and machine learning platform that provides teams with the… |
1. Spell





Spell is an end-to-end data science and machine learning platform that provides teams with the infrastructure and tools to efficiently test, run, and deploy ML.
We are trying to empower & transform the global workforce by making deep learning and artificial intelligence accessible to everyone.
Start-ups and big businesses alike use Spell to accelerate discovery and manage their end-to-end machine learning pipeline.
With the ability to run large numbers of experiments in parallel, your data scientists and ml engineers will try more and get work done faster.
- Collaborative Jupyter Workspaces
Create custom Jupyter workspaces hosted within your cloud account, with full control over software environment, type of CPU/GPU, and available datasets. Workspaces are organized in a single place and can be used from anywhere. Teammates can see and use each others workspaces for easy sharing and collaboration.
- Upload Once
Spell's "upload once" architecture means you never spend time waiting for large datasets to move across systems. We store all data in a single secure location in your cloud, and use custom-built software to make it available immediately and efficiently. All the most common public datasets are already included.
- Seamless Cluster Execution
The Spell command line is designed to seamlessly transition local development to experimentation on powerful hardware in the cloud. Runs start immediately, and there’s no limit to how many runs you can have in parallel.
Everything you run on Spell is meticulously tracked and fully reproducible. For every run you get an experiment report with logs, resource usage, and a list of new and modified files.
- Workflows API
Our Workflow API gives you control over the entire lifecycle of your projects. You'll have custom pipelines to ingest data and run experiments, as well as dashboards and charts to track the performance of your code.
Features:
- Get started immediately with ready-made infrastructure for building ML applications
- Run unlimited experiments in parallel seamlessly on powerful hardware in any cloud
- Stay organized and secure with a single system for storing data, models, and results
- Deploy models with industrial-grade serving infrastructure based on Kubernetes
Pricing:
- Community: Free
Open Spell cluster for machine learning students, hobbyists or solo developers.
- Teams: Starting at $399 / mo
Perfect for startups and small teams looking to accelerate work in AI and machine learning.