Artificial Intelligence or AI is surpassing superintelligency today. Gone are the days where AI was known for its ability to create conversational chatbots, self-driving cars, and recommendation systems. However, modern AI tools like ChatGPT, Google Gemini, X Grok, etc., are allowing businesses to create marketing collateral, generate content and images, analyze data, write code, and do many things, with just a few prompts. Artificial Intelligence software is a reliable choice to tackle challenges associated with job displacement, upskilling, human errors, etc., as it comes with advanced automation capabilities. Multiple industries, including healthcare, manufacturing, retail, education, etc., rely on AI systems to rapidly execute their business functions with less errors.
Gen AI is one such example that has been significantly helping businesses streamline business operations, improve cost-effectiveness, generate relevant insights, and enhance overall team productivity.
Deep learning and machine algorithms are incorporated into the functionality of modern-day business applications to make them more agile and sophisticated to handle, manage, and optimize business functions with ease.
Artificial Intelligence is one of the most versatile and trending technologies of present time, giving rise to new innovations, unlocking efficiencies, and streamlining mundane tasks. Owing to the benefits and advantages it brings to businesses, the global Artificial Intelligence Market is anticipated to grow with a whopping CAGR of 35.7%, reaching USD 1,339.1 billion by 2030.
Let’s gain in-depth knowledge and understanding of artificial intelligence.
What is Artificial Intelligence?
Artificial Intelligence refers to the concept of simulating human intelligence through machines and digital computer programs. It is powered by a set of evolving models and algorithms designed to efficiently execute high-complexity tasks. Not only this, but these models and algorithms can adapt to new inputs and learn from past data. Tasks like image analysis, speech recognition, pattern identification, relationship analysis, etc., have become easy with Artificial Intelligence.
What are the Key Aspects of Artificial Intelligence?
The key aspects of artificial Intelligence solutions are as follows:
Why is Artificial Intelligence important?
AI development services are essential due to the following reasons:
You can use AI in healthcare, sports, retail, and manufacturing.
How is Artificial Intelligence beneficial for your business?
Artificial intelligence is becoming a regularly used competitive tool. As per the research by Forrester - this year across all businesses there is a 300% increase investment in AI methodology, 80% of executives say AI creates new positions and boosts productivity, 57% of businesses expect that AI will help improve customer experience and support, 20% of major retailers will use AI to personalize the brand experience from awareness through purchase, and 20% of all workers will use automated assistance technologies to make decisions and get work done.
After knowing about AI, let’s move on to artificial intelligence software.
What is Artificial Intelligence Software?
Artificial Intelligence Software refers to a set of tools designed with features integrating large language models. This software can address key areas like reasoning, problem-solving, knowledge representation, learning, and perception. AI software comes with proper development and optimization features to automate and streamline repetitive tasks without any human intervention.
You can see the involvement of artificial intelligence software in applications like smartphone assistants, voice and image recognition software, and ATMs that read checks.
How has AI influenced various sectors?
In the various sectors, you can see the influence of Artificial intelligence:
The constant advancements in artificial intelligence applications have transformed the way of working. It enables faster, innovative new products and services, and more informed decisions which were missing in the absence of AI. In fact, GPT-powered AI tools are among the Top 3 Autoregressive Language Models that have significantly transformed business operations.
Artificial Intelligence technology is blooming to a great extent. You will find its contribution in natural language generation, speech recognition, virtual agents, machine learning platforms, AI-optimized hardware, deep learning platforms, decision management, biometrics, robotic process automation, text analytics and NLP.
If you are looking for open-source artificial intelligence tools as they are often free to use and customize, then you have landed on the apt page. From the following sections of this article you should be able to gather the knowledge and understanding of free, open-source artificial intelligence software.
Comparison Chart of Artificial Intelligence Software
Free and open-source artificial intelligence software
1 TensorFlow
TensorFlow is an open-source artificial intelligence software that helps you develop and train Machine learning models. It presents the library for high-performance numerical computation. Across a variety of platforms (CPUs, GPUs, TPUs) this free AI software allows easy deployment of computation due to its flexible architecture.
With this software, you can accomplish the power of data in your business by building advanced predictive modeling applications. This software makes use of data flow graphs to build models. In perception, understanding, prediction, creation, and classification, you can make use of this software.
You will find the primary use of this software in voice/sound recognition, text-based applications, image recognition, video detection, and time-series data.The time series algorithms of TensorFlow are mainly used in the field of finance, accounting, and enterprise /resource planning.
Several companies, like Dropbox, eBay, Twitter, Uber, and Intel, make use of this application. Behind several Google tools, this AI tool works as the engine. It contains Google photos and the speech recognition found in the Google app. This software works on various platforms like desktops, clusters, mobile, and edge devices, CPUs, GPUs, and TPUs due to its easy-to-use interface and architecture.
(Source: TensorFlow)
Key features:
- Predictive analytics
- Adaptive & speech recognition
- Data ingestion
- Intuitive high-level APIs
- Easy model building
- Robust ML production
- Transfer learning
- Multi-languages
- Workflow automation
- Pretrained models and ready-to-use datasets for image, text, audio, and video use
- Responsible AI tools to define problem, prepare data, and train data responsibly
2 IBM Watson
IBM Watson is a free AI software that provides authority to the companies to speed up the research and discovery, calculate disruptions, and improve interactions. Several businesses are taking advantage of this software to study their data, gather intellectual property, insights, and predict their future performance easily. By using cloud-based IBM platform, organizations can make more informed decisions.
It is designed for enterprises from various sectors like IoT, consumer engagement, education, healthcare, energy, finance, work, and transportation. By using advanced AI and machine learning, enterprises can discover new opportunities and update themselves about possible regulations and risks. This app will allow you to increase your productivity.
(Source: IBM Watson)
Key features:
- Personalized communication
- Risk mitigation
- Domain-specific research
- Discovery acceleration
- Interaction enrichment
- System condition monitoring
- Liabilities detection
- Disruption anticipation
- Chatbots & knowledge management
- Visual recognition & discovery news
- Speech to text & text to speech
- Natural language classifier
- Tone analyzer
- Personality insights
- Language translator & native language classifier
- Preconfigured SDKs, APIs, agentic workflows, etc.
- General and personalized content and code generation
- Pre-built RAG templates to quickly build and deploy ready-to-use knowledge management applications
- Streamlined insight extraction and forecasting
- Advanced data tuning methods
3 Apache Mahout
Apache Mahout is a distributed framework that efficiently handles the processing of the data. You can proficiently use this free AI tool for data mining in conjunction with Hadoop. Facebook, Foursquare, Twitter, LinkedIn, and Yahoo are all massive corporations that make use of this software for data mining.
Amazon and Facebook make use of its recommender engines, also known as collaborative filtering to attract users and offer products by mining user behavior. In one place, this open-source artificial intelligence software groups objects of similar nature by making use of clustering feature. Summly, a Google app that shows the news from different news sites is powered by Apache Mahout.
Facebook’s face detection and spam checker use the technique of classification that helps in deciding whether a thing justifies being a part of some type or not. Applications can analyze data faster and more effectively by using this software. You will find excellent community support in this software.
(Source: Apache Mahout)
Key features:
- Supports a community of users
- Focuses on the practical problems
- Adaptive & chatbot
- Digital assistants
- Extensible programming framework
- Scalable algorithms
- Clustering & classification
- Provides appropriate documentation
- Multi-languages
- Process/Workflow automation
- Speech recognition
- Supports MapReduce and Spark for processing large-scale datasets.
- Add custom algorithms and processing steps
- Offer integration with other Hadoop ecosystem components, such as HDFS and HBase
- Simplified data storage and retrieval
- Computer vision
- Graph analytics
4 OpenNN
OpenNN is the free, open-source artificial intelligence software that is written in C++ programming language. It provides a higher processing speed. For advanced analytics, this app works as a free neural network library. In energy, health, and marketing, this app gets to the bottom of many applications.
This free artificial intelligence software deals with machine learning solutions due to the presence of sophisticated algorithms and utilities. The machine learning solutions that are covered include regression, classification, forecasting, and association.
With universal approximation properties, this software allows the design of neural networks without programming expertise. The high performance of this software is its main advantage. It offers smooth technology evaluation, proof of concept, design, and implementation.
(Source: OpenNN)
Key features:
- Digital assistants
- Predictive analytics
- Fast performance
- Speech recognition & multiple languages
- Unified Modeling Language (UML)
- Adaptive & chatbot
- Virtual Personal Assistant (VPA)
- Sophisticated algorithms
- Forecasting
- Advanced analytics
- Train x1.55 times faster than TensorFlow and x2.50 times faster than PyTorch
- Vector, Matrix and Tensor templates
- Ability to optimize the architecture of the neural network
- Simplified data entry and result interpretation
5 Scikit-learn
Scikit-learn is a free and open-source artificial intelligence tool that provides a variety of supervised and unsupervised learning algorithms through a consistent interface. It is considered a simple and efficient tool for data mining and predictive data analysis. In various contexts, this free open source AI software is reusable and accessible to everybody. You can consider this app if you want to bring machine learning into a production system.
This software serves as a convenient platform that can predict consumer behavior. Around the world, Scikit-learn is extensively used by commercial and research organizations. The business entities and research organizations find the module of this software easy to use as it allows performing a multitude of processes. The software is also a reliable choice for a wide range of applications, including spam detection, image recognition, drug response, stock prices, etc.
(Source: Scikit-learn)
Key features:
- Adaptive & data ingestion
- Clustering & classification
- Preprocessing
- Model selection
- Dimensionality reduction
- Regression
- Cross-Validation
- Datasets & digital assistants
- Dimensionality reduction
- Manifold learning
- Machine learning
- Process/Workflow automation
- Virtual Personal Assistant (VPA)
- Automatic parameter searches
- Supports metadata routing
6 Accord.NET
If you are looking for a free artificial intelligence tool, then Accord.NET is apt for your requirement. This app is a .NET machine learning framework that combines audio and image processing libraries. This open-source AI development tool offers statistical analysis, image processing, machine learning, and mathematics and computer vision.
For creating production-grade computer vision, auditing computers, signal dispensation, statistics applications, and commercial use, you will find this software a complete framework. The structure of this software is divided into a library that includes scientific computing along with signal and image processing.
(Source: Accord.NET)
Key features:
- Data ingestion
- Adaptive
- Support vector machines
- Deep learning
- Camshift object tracking
- Haar-feature image recognition
- Decision Trees along with automatic code generation
- Hypothesis testing
- Statistical analysis
- Hidden and conditional random fields
- Standard & multinomial logistic regression
- Second-order neural network learning algorithms
- Digital assistants & multi languages
- Process/Workflow automation
- Speech recognition
- Supports 35 statistical hypothesis tests
- Codification filter
7 Torch
This free, open-source artificial intelligence tool is a scientific computing framework with ample support for machine learning algorithms that places GPUs first.Torch believes in having complete flexibility and speed in building scientific algorithms. It makes the process enormously simple.
This free AI software app comes with a vast ecosystem of community-driven packages for machine learning, computer vision, parallel processing, signal processing, networking, image, video, audio, and various other applications.
Consistently, this app is evolving and is used within Facebook, Twitter, NYU, Purdue, numerous research labs, and companies. It is swift and holds massive data along with new dynamic scoring.
(Source: Torch)
Key features:
- Chatbot & speech recognition
- Adaptive & digital assistants
- N-dimensional array
- Routines for indexing, slicing transposing
- GPU support
- Fixed with ports to iOS and Android backends
- Neural networks and optimization libraries
- Energy-based models
- Predictive analytics
- Machine learning
- Linear algebra and numeric optimization routines
- Face detector
- Ability to train imagenet networks, like AlexNet, MattNet etc.
After going through the list of the best 7 free and open-source Artificial Intelligence software, you can also take a look at some of the most popular AI tools for different industries. These popular software features advanced capabilities and specifications through which businesses can reach new heights, achieve superior customer experiences, and grasp more business opportunities without any heavy investments.
Popular Artificial Intelligence Software
ChatGPT
Trusted by over 3 million users, ChatGPT is a popular AI software powered by advanced LLM algorithms and models to get a detailed response against a given prompt with total ownership, control, and security. With just a few prompts, users can generate images, create content, brainstorm new ideas, conduct research, get a comprehensive study, and do much more. Features like Codex and deep research agents, custom workspace GPTs, connectors to internal sources for personalized interactions, etc., make it unique from the competitors. Besides a free version, the premium plans of ChatGPT start from $25/user per month, billed annually.
Gemini
Initially launched as Bard and later renamed as Gemini, it is a powerful AI software by Google to supercharge productivity, performance, creativity, and efficiency for better results. This multimodal tool can seamlessly generalize information, understand the given prompts, and combine different types of information from text, photos, videos, code, etc., to help users generate the required data. It is used by various departments to instantly refine work, write content, translate text, create summaries, generate images, compose songs, and more. The latest version, i.e., Gemini 2.5, comes with real-time AI-powered audio dialog and generation for style control, natural conversations, and better conversation context awareness. This AI software is available in both free as well as paid versions starting from $19.99 USD/month per user.
Grok
Launched in 2023, Grok is an advanced Artificial Intelligence software that comes with advanced coding, reasoning, and real-time data search access capabilities to give unbiased answers to users. One of the notable features is Grok Voice that offers natural fluid dialogues for seamless conversations. Besides having access to real-time internet data, Grok’s algorithms were also trained on millions of posts by X users, allowing it to make enhanced conversations. It can answer questions, analyze profiles of X users, refine given content and graphics, search for real-time events, create charts, and do many more things. Both free and subscription versions of Grok AI tool are available currently.
DeepSeek R1
DeepSeek R1 is a free and open source Artificial Intelligence software to seamlessly perform complex reasoning tasks and provide more accurate and reliable results. Whether startups, SMEs, large enterprises, or individuals, everyone can use this Large language model (LLM) to write content, solve coding challenges, and initiate multi-lingual conversations. The standard pricing plans of DeepSeek R1 start from $0.27 per 1M input tokens and $1.10 per 1M output tokens.
C3 AI
In the list of popular enterprise artificial intelligence software, C3 AI is a great platform to drive growth, innovation, and operational efficiency in enterprise operations. Robust capabilities like powerful data unification, rapid production deployments, seamless data prototyping, etc., help it power over 1.8 billion predictions per day. Not only this, but its open and interoperable architecture makes it easy to integrate with existing business AI applications. Businesses can also benefit from its unmatched reusability and scalability for rapidly deploying AI-powered apps with ease. Feature registry, open source plugins, optimization models development, composable ML pipelines, performance monitoring, auto-retraining, model registry, model lineage, responsible AI, etc., allows businesses to effortlessly build, deploy, and optimize their AI apps.
Viso Suite
Since 2014, Viso Suite has been a leading end-to-end platform to develop, deploy, and scale computer vision applications with ease. Whether data collection, model training, app development or edge deployment, Viso Suite covers all stages of the AI vision lifecycle. Different modules for AI applications, like image processing, deep learning, camera integration, hardware integration, etc., are available to ensure all computer vision capabilities come equipped in a single solution. Notable capabilities of this AI platform include no-code/low code, advanced security, platform-independent, horizontal scaling, infrastructure automation, multi-tenancy, etc. Other features that make it unique from the competitors include configuration management, real-time monitoring, fully customizable, device management, application editor, mass device enrollment, etc.
NVIDIA AI
Another prominent AI software in this list is the NVIDIA AI platform that is known to accelerate AI workflows, rapidly execute projects, and transform common enterprise into an AI-powered company. Through this innovative AI platform, businesses can quickly build and deploy intelligent business applications for managing diseases, generating human level code, analyzing images, revolutionizing data analytics, etc. Through this comprehensive and advanced software, businesses, IT teams, managers, AI administrators, etc., can instantly deploy Gen-AI powered apps, accelerate data processing, rapidly deploy AI models, achieve faster insights, build conversational apps, gain real-time insights, and do many more things. Apart from these, NVIDIA AI is also a reliable choice for generating, summarizing, translating, and predicting content by analyzing large data sets.
Industry-Wise List of Top Artificial Intelligence Software
Artificial Intelligence Software for the Manufacturing Industry
The use of artificial intelligence in the manufacturing industry is not new; rather it has been in use for a long time. However, recent advancements in artificial intelligence are allowing manufacturers to improve production, scale business, and eliminate issues faster, bringing better efficiency and productivity in their operations. Here are some of the popular artificial intelligence software that the manufacturing industry can benefit from;
DataRobot
Since its inception in 2012, Boston-based DataRobot has been a leading provider of powerful AI apps to develop, deploy, and govern AI models with ease. Edge deployment, demand forecasting, downtime prediction, operational efficiency, demand patterns identification, etc., are notable capabilities that manufacturing firms can benefit by deploying this software. Features like insight analysis, functional value analysis, VOC analysis, project risk detection, revenue forecasting, product design optimization, situational estimation, product quality intelligence, production planning, etc., help make manufacturing processes more intelligent, scalable, and efficient. Robust automation capabilities and features allow manufacturers of all types and sizes to reduce scrap rates, enhance decision-making, and generate more accurate insights.
Autodesk Fusion
Another top-notch AI software for the manufacturing industry is Autodesk Fusion that offers advanced workflows and best value to the manufacturers of all types and sizes. In a single software, manufacturers get the benefits of integrated design, data management, electronics, and manufacturing capabilities. Over 4.6 million professionals, including some of the world’s biggest manufacturing giants, rely on Autodesk Fusion to streamline product development, connect data, people and process, drive innovation, and eliminate repetitive tasks. Some extensions of this software to assist manufacturing functions include design extension, simulation extension, and manage extension. Toolpath optimization, 2 and 5 axis strategies, change order execution, release management, automated part numbering, BoM management, etc., are a few notable features. The pricing plan for Autodesk Fusion starts from $85 per month.
Artificial Intelligence Software for the Healthcare Industry
At present, the healthcare industry is going through a transformative phase owing to the advancements in digital technologies. Artificial intelligence is playing a key role in this transformation, ensuring better treatment, care and healthcare experiences for both patients and healthcare professionals. Learn how the following AI software are streamlining healthcare tasks and making healthcare accessible to all as follows;
Clinical NLP
Clinical NLP is one of the most versatile AI software for the healthcare industry that comes equipped with advanced functionalities. Through this software, tasks like summarizing clinical notes, managing knowledge base, data extraction, error identification, etc., can be optimized for better accuracy. It is also a great choice for businesses looking for enhanced data analytics and reporting capabilities to understand and link voice of the patient, clinical notes, radiology, pathology, and various other reports using state-of-the-art medical language models. Other advanced functions like clinical coding, clinical phenotyping, temporal information extraction, uncertainty detection, sentiment analysis, clinical trial matching, and many more can be executed smoothly.
Notable
Notable is a prominent AI software solution for the healthcare industry to effortlessly design, deploy, and customize medical workflows. Through an unified interface, functions like claim management automation, clinical trials acceleration, workflow optimization, performance benchmarking, etc., can be quickly executed. Among other features, its inbuilt Flow Builder feature needs a special mention that allows healthcare organizations to design AI agents and automate routine tasks. This flexible architecture-based AI software can integrate with top tools to drive superior healthcare care, experience, and excellence.
Artificial Intelligence Software for the Education Industry
Artificial intelligence software in the education industry can significantly transform the learning process creating more personalized experiences, ensuring smooth collaboration and communication among teachers and students. Moreover, AI solutions also help educational institutions better plan resources and other major aspects to make learning more accessible and flexible. Leading educational AI software solutions are as follows;
MagicSchool
Trusted by over 4 million educators, MagicSchool is a leading AI software for educational institutions serving the diverse needs of schools, educators,and universities. Sophisticated data security and privacy, user-friendly interface, advanced moderation, guided prompts, robust customizations, built-in training, data analytics, etc., make it a reliable choice for educational institutions. Educators and schools of all sizes can use it to plan lessons, write assessments, generate presentations, clearly communicate, provide personalized student support, and seamlessly perform many more functions effortlessly. MagicSchool also supports integration with learning tools like Google Classroom, Canvas LTI, etc., and one-click data export into Google Apps. The basic plan is absolutely free, and the paid version starts from $99.96 per year.
Eduaide.Ai
Another major artificial intelligence tool for the education industry is Eduaide.Ai. Through this smart solution, educational institutes can eliminate staff shortages and make learning more accessible, ensuring better results and learning opportunities. Over 500k educators use this AI-powered workspace to perform complex functions with minimum hassle. Functions like lesson planning, resource creation, student feedback collection, content generation, educational materials refining, etc., can be seamlessly performed through use of this cutting-edge software. Apart from these, premium features for dynamic lesson design, customized worksheet creation, administrative task automation, etc., are also available to enhance the learning experiences. Besides a free version, the pro plan is priced at $49.99 per year.
Artificial Intelligence Software for the Finance Industry
Artificial Intelligence (AI) in finance is the process of leveraging machine learning to proactively function and streamline financial tasks, process payments, and automate various repetitive tasks while also ensuring highest levels of transparency, integrity and security. Artificial Intelligence software in the finance industry can eliminate potential risks, errors and security gaps. A few AI software for the finance industry are as follows;
Pelican
Since 1993, Pelican has been helping the financial industry in completely transforming their financial operations with little efforts. Through this comprehensive AI-powered solution, banks, FinTechs, and other financial services providers can streamline financial operations, optimize payment processing costs, ensure full compliance, reduce financial frauds, improve customer experiences, etc., with minimal efforts. Integrated payments feature to manage, optimize, and monetize different types of payments, including RTGS, ACH, cross border, and instant payments is one of the notable ones. In addition, proper features to actively monitor all financial payments and trades with enhanced accuracy are also supported. It also comes with an open banking hub that allows financial firms to connect with 6000+ banks and over 500 million customers.
Temenos AI
Since its inception in 1993, Temenos has been helping financial services providers implement safe, transparent, responsible, and effective AI solutions. Financial firms struggling with poor profitability, efficiency, and customer experiences can use this solution to gain better results. Financial organizations are increasingly relying on this software to obtain targeted insights, achieve better accuracy in compliance monitoring, enhance fraud detection, automatically classify customer transactions, serve personalized recommendations, and ensure highest levels of transparency in financial transactions.
Concluding statement
AI influences many real-world applications like facial recognition, language translators, and assistants like Siri, and Alexa. It has transformed human life so much that people have even started to debate about Alexa or Google Assistant- Which AI Assistant is the True Winner?. Both are powerful tools and both have their own advantages and disadvantages. Depending upon the user's requirement, these tools can be put to use. Not only AI is working for consumer applications but also offers significant benefits for businesses and economies by contributing to productivity growth and economies.
Across multiple industries, AI is exhibiting the extensiveness of technology applications. You will find its power in Robotics, healthcare, finance, travel and transportation, Google: smart apps, social media, e-commerce, and marketing.
In day-to-day services, AI plays an important role. We expect a lot more use of this technology in the future due to rapid growth in technology and development. The above mentioned free and open-source artificial Intelligence software solutions are capable of performing frequent and computerized tasks reliably. To your existing products, the open-source tools for artificial intelligence will add quality from security intelligence to investment analysis.With the best open-source AI tool, you can get unbelievable accuracy through deep learning networks.
I hope this piece of writing has made you familiar with the key features of the free and open-source AI software. In case you have come across with any of the artificial intelligence software as mentioned above, then feel free to share your valuable views on the same.
You will find the full-fledged list of the best Artificial Intelligence Software solutions on the GoodFirms platform. The list will help you get familiarized with several Artificial Intelligence software along with their reviews and ratings.
