Top AI Development Companies

179 Firms

List of Artificial Intelligence Companies to Watch in 2022

Game-changing apps start here
5.0

A great team of proficient developers. We build from the scratch, test, deliver and maintain custom software solutions, both web and mobile.

Overview Anadea
  • Anadea Project's Size

    $5,000 +

  • Anadea Number of Employees

    50 - 249

  • Anadea Hourly Rate

    $25 - $49 / hr

  • Anadea Location

    ES, Morayra

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Ideas Delivered
5.0

Having adroitness in mobile app designing arena, we assure you to cater optimal quality solutions that definitely boost devices’ performance incredibly.

At AppsChopper, we are bestowed with dexterity to develop all your minutest application development specifications acutely & exact to the described requirements.

Overview AppsChopper
  • AppsChopper Project's Size

    $25,000 +

  • AppsChopper Number of Employees

    50 - 249

  • AppsChopper Hourly Rate

    $50 - $99 / hr

  • AppsChopper Location

    US, New York City

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AI Developer | Machine Learning Company
5.0

Ezapp is a chatbot development company, an expert in Artificial Intelligence Software, Machine Learning App Development, AI Analytics, Business Intelligence, and AI-powered Apps. Our primary aim is to provide excellent service that supersedes the client's expectation with High quality, Niche technologies, attention to detail, and craftsmanship of the Product that brings success and Joy for the Client.

Overview EzappSolution
  • EzappSolution Project's Size

    $25,000 +

  • EzappSolution Number of Employees

    1,000 - 9,999

  • EzappSolution Hourly Rate

    $25 - $49 / hr

  • EzappSolution Location

    IN, Gurgaon

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Let’s Make It Simple
5.0

Multipz Technology offers a one-stop-solution for web design, web development, custom development, mobile app development, and AI development services. Our experts help global brands, enterprises, mid-size businesses, or even start-ups with innovative solutions.

Overview Multipz Technology
  • Multipz Technology Project's Size

    $1,000 +

  • Multipz Technology Number of Employees

    10 - 49

  • Multipz Technology Hourly Rate

    $25 - $49 / hr

  • Multipz Technology Location

    IN, Ahmedabad

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PHP Software Developers
4.9

Our cross-functional team works in an agile process to design, develop and launch your products. From your custom software development plan, to your interactive

Overview 1218 App Team
  • 1218 App Team Project's Size

    $25,000 +

  • 1218 App Team Number of Employees

    10 - 49

  • 1218 App Team Hourly Rate

    $100 - $149 / hr

  • 1218 App Team Location

    US, San Diego

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Top Web & Mobile App Development Agency
4.9

21Twelve - a disruptive web & mobile app development company creating cutting edge sites and apps to solve everyday problems, simplify frustrating activities, and bring endless enjoyment into the palm of your hand.

Overview 21Twelve Interactive
  • 21Twelve Interactive Project's Size

    $1,000 +

  • 21Twelve Interactive Number of Employees

    50 - 249

  • 21Twelve Interactive Hourly Rate

    $25 - $49 / hr

  • 21Twelve Interactive Location

    IN, Ahmedabad

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The Rocketship for App Ideas
4.9

Ranked #1 Global Boutique App Developers, 3Advance develops game-changing applications - for your success, our growth and your users’ experience.

Overview 3Advance
  • 3Advance Project's Size

    $25,000 +

  • 3Advance Number of Employees

    10 - 49

  • 3Advance Hourly Rate

    $100 - $149 / hr

  • 3Advance Location

    US, Washington

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AI Company | Your Product Development Partner
4.9

Azilen Technologies is leading Digital IT Services Provider Since 2009 actively managing 30+ PLC for cross function industries. We specialize in managing entire Product Life Cycle, Consulting and Digital Transformation.

Overview Azilen Technologies
  • Azilen Technologies Project's Size

    $25,000 +

  • Azilen Technologies Number of Employees

    50 - 249

  • Azilen Technologies Hourly Rate

    $25 - $49 / hr

  • Azilen Technologies Location

    US, West Bangor

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Full Cycle Software Development Company
4.9

Belitsoft is a reliable software development company. 350+ developers. 17 years in the market. Java, .NET, PHP, Python, C, C#, C++, Node.js, Javascript, Angular.js, React and other tech stacks.

Overview Belitsoft
  • Belitsoft Project's Size

    $5,000 +

  • Belitsoft Number of Employees

    250 - 999

  • Belitsoft Hourly Rate

    $25 - $49 / hr

  • Belitsoft Location

    US, New York City

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Leading privately-owned IT & Business Consultancy
4.9

Leading technology & engineering business consulting firm trusted by clients. We deliver complex, innovative technology & industry solutions. Enquire now.

Overview BJSS
  • BJSS Project's Size

    $50,000 +

  • BJSS Number of Employees

    1,000 - 9,999

  • BJSS Hourly Rate

    $200 - $300 / hr

  • BJSS Location

    US, New York City

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One of the Best Chatbot Companies
4.9

BotPenguin is AI powered free chatbot maker for website & FB messenger. Create your own website chatbot answer customer queries instantly.

Overview BotPenguin
  • BotPenguin Project's Size

    $1,000 +

  • BotPenguin Number of Employees

    50 - 249

  • BotPenguin Hourly Rate

    $25 - $49 / hr

  • BotPenguin Location

    US, Chicago

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Software Development for Startups and Enterprises
4.9

What makes CodeJunkie different from its competitors is that the agency doesn’t just offer code writing services, they go far beyond it. The company specializes in helping various startups reach success by creating digital software solutions. The team does its job faster and better compared to many other similar agencies, which is beneficial for businesses in terms of market entry.

If you’d like to know how CodeJunkie can help you, then it’s worth emailing them to set up an initial meeting.

Overview CodeJunkie
  • CodeJunkie Project's Size

    $5,000 +

  • CodeJunkie Number of Employees

    10 - 49

  • CodeJunkie Hourly Rate

    $25 - $49 / hr

  • CodeJunkie Location

    US, Houston

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Providing Solutions That Make a Difference
4.9

Competition is fierce out there – your customers hold you to increasingly high standards. And the market is changing, too. You have to stay on top of it all, from new channels to altered consumer behaviors. We’ll help you find revenue streams that range from incremental to disruptive, refreshing and evolving, to fulfil your customers’ unmet needs, which might mean new products, expanded offerings or an entirely different business model.

Overview EPAM
  • EPAM Project's Size

    $5,000 +

  • EPAM Number of Employees

    1,000 - 9,999

  • EPAM Hourly Rate

    $25 - $49 / hr

  • EPAM Location

    GB, London

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We are a software development company that brings innovations
4.9

TOP rated partner for outsourcing software development in USA, Canada and EU with 9 years of experience in developing and designing high-quality Web and Mobile projects. Artificial Intelligence company.

Overview GBK Soft
  • GBK Soft Project's Size

    $5,000 +

  • GBK Soft Number of Employees

    50 - 249

  • GBK Soft Hourly Rate

    $150 - $199 / hr

  • GBK Soft Location

    UA, Kyiv

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Doing smart things with software
4.9

We consult, create and manufacture, as needed, worldwide, meeting the unique needs of individual organizations while meeting the highest regulatory standards.

Overview Imobisoft
  • Imobisoft Project's Size

    $10,000 +

  • Imobisoft Number of Employees

    10 - 49

  • Imobisoft Hourly Rate

    $50 - $99 / hr

  • Imobisoft Location

    GB, Coventry

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Custom software development that makes real impact
4.9

We are a software development company specializing in custom enterprise systems, AI development, SaaS solutions, and complex web systems.

Overview Integrio
  • Integrio Project's Size

    $1,000 +

  • Integrio Number of Employees

    50 - 249

  • Integrio Hourly Rate

    $25 - $49 / hr

  • Integrio Location

    CA, Vancouver

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Digital Natives at Work
4.9

[x]cube LABS specializes in Digital Innovation Consulting Services. Our digital transformation strategy & solutions help business be at the forefront of excellence. We are also provide top VR app development services for immersive experiences.

Overview Xcube Labs
  • Xcube Labs Project's Size

    $1,000 +

  • Xcube Labs Number of Employees

    250 - 999

  • Xcube Labs Hourly Rate

    $50 - $99 / hr

  • Xcube Labs Location

    US, Dallas

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Online Marketing Agency | Technical expertise for great products
4.9

Xmartlabs is a Digital Product Studio that provides end-to-end product development services as well as highly-specialized technical consulting. Our diverse and talented team follow an agile process to blend with your in-house team in perfect sync. We partner with startups and forward-looking companies pushing the boundaries of consumer and enterprise software, fintech, and health tech.

Overview Xmartlabs
  • Xmartlabs Project's Size

    $5,000 +

  • Xmartlabs Number of Employees

    50 - 249

  • Xmartlabs Hourly Rate

    $150 - $199 / hr

  • Xmartlabs Location

    UY, Montevideo

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Automated Answering, Lead Generation, and Sales.
4.8

We specialize in helping service companies, coaches, consultants, influencers and businesses attract leads and create conversations that convert through chatbots.

Overview 89Bots.com
  • 89Bots.com Project's Size

    $1,000 +

  • 89Bots.com Number of Employees

    2 - 9

  • 89Bots.com Hourly Rate

    < $25 / hr

  • 89Bots.com Location

    US, Los Angeles

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Custom Product & Software Development
4.8

Our DNA is made of ex-startup founders and the top talent in Product, UX/UI, Software development and Machine & Deep Learning. We came together from various backgrounds with one vision: to bring a lean, user-centric approach to product innovation and software development by completely understanding the business needs before building anything.

Overview Altar.io
  • Altar.io Project's Size

    $25,000 +

  • Altar.io Number of Employees

    10 - 49

  • Altar.io Hourly Rate

    $50 - $99 / hr

  • Altar.io Location

    PT, Lisbon

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Creating Apps powered with Machine Learning
4.8

ArtLabs specializes in developing software that uses machine learning for better user interaction!

Overview ArtLabs
  • ArtLabs Project's Size

    $10,000 +

  • ArtLabs Number of Employees

    10 - 49

  • ArtLabs Hourly Rate

    $50 - $99 / hr

  • ArtLabs Location

    US, Los Angeles

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Results, Not Promises
4.8

A leading digital software engineering company specializing in mobile app development, Blockchain, AI/ML, Oracle EBS, and Cloud Managed services.

Overview Debut Infotech
  • Debut Infotech Project's Size

    $5,000 +

  • Debut Infotech Number of Employees

    10 - 49

  • Debut Infotech Hourly Rate

    $25 - $49 / hr

  • Debut Infotech Location

    US, Chicago

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Software and mobile app development
4.8

Digital Scientists is a custom software development, UX design and machine learning agency in Atlanta. Launch your new digital product today.

Overview Digital Scientists
  • Digital Scientists Project's Size

    $50,000 +

  • Digital Scientists Number of Employees

    10 - 49

  • Digital Scientists Hourly Rate

    $150 - $199 / hr

  • Digital Scientists Location

    US, Alpharetta

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Creating the Mobile Future
4.8

Dogtown Media is a mobile app development company, developing iPad, Android, and iPhone apps to solve everyday problems & simplify frustrating activities.

Overview Dogtown Media
  • Dogtown Media Project's Size

    $25,000 +

  • Dogtown Media Number of Employees

    10 - 49

  • Dogtown Media Hourly Rate

    $100 - $149 / hr

  • Dogtown Media Location

    US, Los Angeles

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Software Development Company
4.8

Custom software development company: 20 years, 300 professional developers, 1500 successful projects. Custom software development for a range of industries

Overview EffectiveSoft
  • EffectiveSoft Project's Size

    $50,000 +

  • EffectiveSoft Number of Employees

    250 - 999

  • EffectiveSoft Hourly Rate

    $25 - $49 / hr

  • EffectiveSoft Location

    US, San Diego

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EnCata Soft
4.8

We provide wide range of services in solving complex data-rich business problems.

Overview EnCata Soft
  • EnCata Soft Project's Size

    $10,000 +

  • EnCata Soft Number of Employees

    2 - 9

  • EnCata Soft Hourly Rate

    $25 - $49 / hr

  • EnCata Soft Location

    US, San Francisco

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Digital Marketing, Mobile App, and Web Development Company
4.8

Welcome to Excellis IT! Excellis IT is one of the leading website and mobile app design and development, digital marketing, BPO services and CAD services providing company in Kolkata, India. We are experts in development, creativity, and all round IT services that would help you take your business a notch higher in the digital world. With over 6 years of experience, we have worked with clients from around the globe which includes startups as well as big organizations. Our team is always upgrading themselves so that they can provide the best services to our clients as we believe that a satisfied client remains a long-time client. Our skilled development team has upgraded their skills by learning all the best practices in the industry so that the websites and mobile apps they develop are one of a kind. Well, our work speaks for itself, so, why not take a tour of our website and know all about our work. Our Expertise: Big Data : Hadoop,Spark, HP big data solutions, IBM big data solutions, Microsoft big data solutions, MongoDB, Splunk, Tableau, Terradata big data solutions, Oracle big data solutions Blockchain : Cryptocurrency, Ethereum, Smart Contract, Hyperledger, Digital Marketing: SEO Consultation & Services, Social Media Management, Pay Per Click, Search Engine Optimization, Social Media Marketing, SMM, SEM, GLL, ORM, Content Marketing, Video Marketing, App Store Optimizatio, Branding, Email Marketing Ecommerce Systems: Big Commerce, Demandware, IBM Ecommerce,Intershop, Magento, MarketLive, NetSuite SuiteCommerce, osCommerce, Oracle Ecommerce , SAP Ecommerce , Shopify, Ubercart, Volusion, WooCommerce, Other Ecommerce Systems, Opencart, CS-Cart,3dCart, Mobile App Development: Internet of Things App Development, Hybrid App Development, Enterprise App, Augmented Reality App Development, Virtual Reality App Development, React Native, Flutter, Android App Development, iPhone App Development, iPad App Development, Framework and CMS: .NET, Adobe,CakePHP,CodeIgniter,Django,DNN (DotNetNuke),Drupal,Ektron,Expression Engine, HP, IBM, Joomla, Laravel,Oracle, Ruby on Rails, SDL, Microsoft SharePoint, Sitecore, Spring MVC, Struts,Symfony, WordPress, Zend, Zope, Other frameworks and CMS, Yii Programming and Scripting: AJAX,Apex,ASP,ASP.NET,C,C#,C++,ColdFusion,Delphi,Java,JavaScript,Objective C,Perl,PHP,Python,Ruby,SQL,Swift,Visual Basic,XML,Other programming & scripting languages,AngularJS,NodeJS Web and Software development: Web Development, Software Development, Progressive Web App (PWA),

Overview Excellis IT
  • Excellis IT Project's Size

    $1,000 +

  • Excellis IT Number of Employees

    50 - 249

  • Excellis IT Hourly Rate

    < $25 / hr

  • Excellis IT Location

    IN, Kolkata

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Software, Cloud and Outsourcing Solutions
4.8

We cover all phases – from research, through implementation, to support. Whatever you need - we’ve got you covered.

Overview Flat Rock Technology
  • Flat Rock Technology Project's Size

    $10,000 +

  • Flat Rock Technology Number of Employees

    50 - 249

  • Flat Rock Technology Hourly Rate

    $25 - $49 / hr

  • Flat Rock Technology Location

    GB, London

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Let’s build the future together.
4.8

We advance concepts via a Proof-of-Concept and Minimum Viable Product to test and prove viability.

Overview GenUI
  • GenUI Project's Size

    $50,000 +

  • GenUI Number of Employees

    50 - 249

  • GenUI Hourly Rate

    $150 - $199 / hr

  • GenUI Location

    US, Seattle

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Anything is Possible
4.8

We are a Digital Laboratory specializing in concept creation, design, software development, production, and digital activations. We love to combine our versatile event production knowledge to develop imaginative approaches and experiences.

Overview Gramercy Tech
  • Gramercy Tech Project's Size

    $5,000 +

  • Gramercy Tech Number of Employees

    10 - 49

  • Gramercy Tech Hourly Rate

    $100 - $149 / hr

  • Gramercy Tech Location

    US, New York City

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We Build So You Break Through
4.8

Software product strategy, design, development, and cloud adoption dedicated to your success.

Overview HatchWorks Technologies
  • HatchWorks Technologies Project's Size

    $75,000 +

  • HatchWorks Technologies Number of Employees

    50 - 249

  • HatchWorks Technologies Hourly Rate

    $100 - $149 / hr

  • HatchWorks Technologies Location

    US, Atlanta

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Icreon Powers Next-Gen Digital Customer Experience
4.8

Icreon is a digital solutions agency specializing in providing digital transformation services and custom software solutions for growing businesses. Learn more.

Overview Icreon
  • Icreon Project's Size

    $50,000 +

  • Icreon Number of Employees

    250 - 999

  • Icreon Hourly Rate

    $50 - $99 / hr

  • Icreon Location

    US, New York City

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Advanced Solutions | Enterprise Web Apps | Staff Augmentation
4.8

Choose a professional company for your custom software development project. ✔One of best IT staff augmentation companies ✔Drupal development services ✔Over 20 years of business-centric tech expertise. ✔Full-cycle services that cover every aspect of software engineering. ✔Free consultation from our software development experts.

Overview Iflexion
  • Iflexion Project's Size

    $5,000 +

  • Iflexion Number of Employees

    250 - 999

  • Iflexion Hourly Rate

    $25 - $49 / hr

  • Iflexion Location

    US, Denver

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Software development, CRM, Cloud & Mobile Apps, AI
4.8

As founder of IndustriaLAX, I am personally responsible for the management of the company, including software and product development. I am involved in all processes and take care of all database development and technology implementation.

Overview industriaLAX
  • industriaLAX Project's Size

    $10,000 +

  • industriaLAX Number of Employees

    10 - 49

  • industriaLAX Hourly Rate

    $25 - $49 / hr

  • industriaLAX Location

    US, Los Angeles

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Talented AI and Machine Learning Developers
4.8

Meet Intersog, a custom software development company from Chicago that helped large businesses, e.g. Mitsubishi and Toyota, grow through 1B-dollar ROI-driven solutions and AI/IT projects. Founded in 2005, the company has managed to win a few awards and achieve positive reviews on Clutch. Intersog also has its offices in Europe, North America, and the Middle East.

Overview Intersog
  • Intersog Project's Size

    $10,000 +

  • Intersog Number of Employees

    50 - 249

  • Intersog Hourly Rate

    $50 - $99 / hr

  • Intersog Location

    US, Chicago

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NearshorePlus Software Teams
4.8

Nearshore Software Development Services Company based in Austin, Texas with 9 years of experience in delivering IT Outsourcing Services. Contact us.

Overview itexico
  • itexico Project's Size

    $25,000 +

  • itexico Number of Employees

    50 - 249

  • itexico Hourly Rate

    $25 - $49 / hr

  • itexico Location

    US, Austin

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Advanced Web, Mobile Apps and Custom Software
4.8

AI. Augmented Analytics. Big Data. ML. RPA. AR Development. Cybersecurity. Company that turns technology innovation into market-ready products. We are hungry for every client’s success! 

Overview ITRex Group
  • ITRex Group Project's Size

    $5,000 +

  • ITRex Group Number of Employees

    250 - 999

  • ITRex Group Hourly Rate

    $50 - $99 / hr

  • ITRex Group Location

    BY, Minsk

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Kyanon Digital
4.8

Our Services 1. Technology Consulting: Transform businesses by solving complex problems with the power of technology. - Digital Strategy - Connect the dots between business challenges, legacy systems, and future goals to start the innovation and transformation journey. - Agile Engineering - From the development of new applications, through modernization, management and maintenance, we cover all stages of the application lifecycle with an excellent engineering mindset. - Data & AI Initiation - Turn data into profits with the data-first mindset and data engineering solutions. 2. Product Engineering: Design, deliver, and evolve exceptional products and experiences. - Software Development - Design & develop web & mobile with APIs and microservices approach - Platform Modernization - Modernize legacy application with clouds, APIs, and data - Maintenance & Support - Provide four categories: Corrective Maintenance, Preventive Maintenance, Perfective Maintenance and Adaptive Maintenance 3. Data Engineering: - Data Architect - Data Ingestion - Data Visualization Our Solutions 1. Omni-Channel & Retail: Unified and enhanced customers’ experience across all touch points, from online to offline. 2. Rapid Application Development: Create and deploy enterprise applications with no-code/low-code technology. 3. Direct-to-Consumer Solution (D2C): enables brands and manufacturers to bypass traditional retail distribution channels and go direct to customers.

Overview Kyanon Digital
  • Kyanon Digital Project's Size

    $5,000 +

  • Kyanon Digital Number of Employees

    50 - 249

  • Kyanon Digital Hourly Rate

    $25 - $49 / hr

  • Kyanon Digital Location

    VN, Ho Chi Minh City

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AI and Digital Transformation Company
4.8

Leapfrog is a full-stack technology services company focused on product engineering, data engineering, and AI. Hire us to scale your technology innovation with high performing remote engineering teams.

Overview Leapfrog Technology
  • Leapfrog Technology Project's Size

    $25,000 +

  • Leapfrog Technology Number of Employees

    50 - 249

  • Leapfrog Technology Hourly Rate

    $50 - $99 / hr

  • Leapfrog Technology Location

    US, Seattle

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Custom Software Development Company
4.8

What should you know before hiring Blockchain Developers from Blockchain Development companies or Freelance platforms.

Overview LeewayHertz
  • LeewayHertz Project's Size

    $5,000 +

  • LeewayHertz Number of Employees

    50 - 249

  • LeewayHertz Hourly Rate

    $50 - $99 / hr

  • LeewayHertz Location

    US, San Francisco

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Top AI Companies in the World: How They Work and How to Choose the Best?

Artificial Intelligence: Introduction

Artificial Intelligence (AI) is a branch of computer science that deals with developing and implementation of analytical-computing machines with functions traditionally associated with human ones. That is, with the ability to reason, react, draw conclusions, and learn from mistakes made without a predetermined algorithm. Simply put, it's an attempt to reproduce or imitate human thinking and full brain activity in machines.

History of Emergence and Development of Artificial Intelligence

The idea of the emergence of our own artificial intelligence replica has long settled in the brightest minds of all mankind. Even in Ancient Greece, there were legends about machines with consciousness, i.e. artificial intelligence. Let alone the modern world, where, in the times of rapid development of information and scientific technology, we can now imagine the realization of almost anything!

The 1940s - 1950s: Neural Network Development as the Beginning of Artificial Intelligence Companies

In 1943, the field of neuroscience represents the brain as a neural network, built on the principle of biological cells of a living organism. Largely due to the research of W. McCulloch and W. Pitts, their model of artificial neurons, and the ability to train them, Artificial Intelligence gets a boost in development. A few years later, Frank Rosenblatt proposes a device schematics that simulates the human perception process and calls it the "perseptron," which later becomes the core of AI software development as well as of any self-learning intelligent technology.

The 1950s - 2000s: Alan Turing and Artificial Intelligence Concept

In the 1950s - Alan Turing proposed that a machine that could not be distinguished from a human in the process of communication could be considered intelligent. For this, he developed a special evaluating test, i.e. the Turing Test.

"Turing Test is a test for intelligence in a computer, requiring that a human being should be unable to distinguish the machine from another human being by using the replies to questions put to both." (c) Google

Earlier it was also Turing who formalized the notion of the algorithm on the example of an abstract computing AI machine, which is still widely used in various researches. However, the "artificial intelligence" term itself appeared after Turing's death in 1956.

The 2000s - Now: The Emergence of Intelligent AI Assistants

In 2003, DARPA (Defense Advanced Research Projects Agency) specialists managed to create personal artificial intelligence assistants, long before Siri, Alexa, and Cortana. Machine learning gains new momentum in popularity, causing unprecedented excitement regarding the emergence of many different technologies and experiments in artificial intelligence software. It is during this period that AI technology begins to be massively implemented in the infrastructure of every field, against the backdrop of increasing data volumes.

Modernity of AI Development Companies

AI development has gone through many cycles, been accompanied by increased interest, and followed by numerous "winters." The latter implies disappointment, criticism, funding cuts, etc. However, after all that, a few years (or decades) later, the interest was renewed again. Subsequently, many AI machines have been created that understand human speech, are able to hold conversations on given topics, robots that play board games. Thus, everyone remembers the famous chess match between Deep Blue (an IBM supercomputer) and Kasparov ended with the victory of the machine! Breakthroughs in deep learning led to the dawn of artificial intelligence technology.

Artificial Intelligence Winter: The AI Relevance Controversy

The term "AI winter" was first mentioned in 1984 at the annual meeting of AAAI (American Association for Artificial Intelligence) and referred to a period in the history of artificial intelligence research, due to funding cuts and a general decline in interest.

Many leading scientists in the field, conclude that AI research will not be able to fulfill the public promises it makes. This is followed by a stoppage of major work and a decrease in funding; in 1987 the AI industry was effectively destroyed, which, however, did not prevent it from later regaining popularity. Despite all the ups and downs, the top artificial intelligence companies continue to grow. Mostly thanks to a wide range of opportunities to expand the functionality of artificial intelligence software, and further improve this technology.

Classification of Artificial Intelligence

The problem with the classification is that there is no single answer to what exactly is artificial intelligence all about? Almost any author or journalist, writing about AI, is guided by a certain definition or achievements of AI in a particular science field.

Two Main Approaches to Artificial Intelligence Software Development:

  • Biological, or "upward" is the study and development of neural systems, and modeling behavior according to biological parameters;
  • Semiotic, or "downward" is the study and development of systems that simulate human brain activity: thinking, speech, creativity, emotions.

AI Typology

Reactive Machine

This type of AI has a clearly laid down algorithm, from which it cannot deviate. It has no ability to draw conclusions, form memories, or influence decisions. Artificial Intelligence of these types cannot function outside of specific tasks assigned to them. Plus, they are easy to deceive.

Limited Memory

In addition to the functionality of a reactive machine, this type has limited memory. That is, the ability to temporarily store information that can be used to make or change decisions. It has no ability to develop permanent skills and accumulate experience.

Theory of Mind

This AI type focuses on a deep understanding of the human thought process with the ability to respond and learn. Theory of Mind is still under research and is responsible for our understanding of AI in the future.

Self-Analysis

This AI type refers to a hypothetical type of machine that can not only understand and analyze properties of the human psyche but also independently reproduce personal reactions, emotions, and desires. Such machines have their own flexible intelligence and consciousness.

3 categories of AI

Artificial Narrow Intelligence (ANI)

ANI, AKA "weak AI", refers to an ability of a computer to perform a single task extremely well (e.g. playing chess). It has limited functionality and is unable to achieve goals other than the one it was programmed for. It is the only existing AI at the moment.

Artificial General Intelligence (AGI)

AGI, sometimes called "strong AI," is capable of learning and improvising beyond existing scenarios. Like humans, AGI is able to apply its own intelligence to solve any intellectual task.

Artificial Super Intelligence (ASI)

ASI refers to an AI that surpasses human intellect, i.e. performs tasks and makes decisions at a level higher than a human. ASI, in theory, due to its flexible intelligence and maximal data processing, ASI should outperform humans in everything.

What Modern Leading AI Companies Pride Themselves on:

Process Automation

The goal of AI is the reliable and continuous execution of numerous large-scale computer tasks. Such AI installation allows the automation of various kinds of repetitive or lengthy processes. This reduces mistakes, boosts performance, and frees employees from monotonous routines, allowing them to focus on more important tasks.

Integration

The functionality of artificial intelligence is integrated into existing products, allowing you to improve them and become an integral part of the internal system. Automation, communication platforms, bots, and smart computers, combined with big data, can improve many technologies.

Adaptability

The flexible structure and capabilities of artificial intelligence allow various elements to be modified as new data becomes available. By exploring structures and patterns, artificial intelligence learns to adapt to the required conditions.

Accessibility

Regardless of any conventions, machines perform their assigned tasks and are available to users 24/7. They do not require breaks and weekends, due to their automated processes, AI is able to effectively perform their work around the clock.

Daily Use

In addition to the fact that artificial intelligence solutions have many examples of use in scientific fields and technological branches, they also occur to us in everyday life. Whether it's voice assistants in apps or home appliances with an automatic timer, the AI industry is committed to improving the human way of living.

The Danger Factor

AI capabilities allow using it in risky areas of work where humans can be at risk. AI machines will perform their tasks responsibly everywhere, in cycles, and without delay.

5 Problems Faced by Artificial Intelligence Company:

  • Decisions are made on an available database that may be limited, inaccurate, or falsified;
  • Narrow task specialization;
  • Lack of autonomy;
  • Wide range of platforms to start AI development;
  • A limited number of experienced employees in the field of AI development.

Where is Artificial Intelligence Used?

AI functionality is widely used in all industries, especially in companies using question-and-answer systems, which can be used for legal assistance, search queries, risk communication, and medical research.

Popular Areas of Artificial Intelligence Solutions:

  • Healthcare;
  • Saas;
  • Education;
  • Music;
  • News & Publishing;
  • Transportation;
  • Support Services;
  • Cybersecurity;
  • Games & Entertainment;
  • Medicine;
  • Business & Marketing;
  • Sports;
  • Military.

How to Identify Leading Artificial Intelligence Companies

For many firms launching AI solutions is a lottery: it can be quite challenging for them to determine in advance whether it will be profitable and effective. Thus, choose services providers consulting and developing artificial intelligence carefully to achieve the results you want.

So what should you focus on?

Criteria for Choosing Artificial Intelligence Development Company

  • Experience. Certificates, references, successful projects with different enterprises availability;
  • Flexibility. Make sure the company knows how to customize projects to meet your business requirements;
  • Trends. Experienced companies are required to keep up with innovations in their field of work;
  • Qualified support. Learn troubleshooting schemes and post-deployment services;
  • Methodology. Analyze methods and tools the AI company uses to make sure they are suitable for you;

AI Software Companies Help Change the World

Every year, machine technology makes our lives easier by preventing risks and threats, saving time, and providing essential information. And leading public AI companies obviously are not going to stop there, setting the goal to surprise us over and over again.

Here are just a few examples of the most innovative AI-based solutions that really help us look at the old world with new opportunities:

  • Software that allows people with disabilities to work properly;
  • Software developed to detect various diseases at the early stage;
  • Artificially intelligent coaching development.

Top 10 Biggest AI Companies to Watch: List of Artificial Intelligence Companies

Google

Google has 12 AI projects in Google products and more than 9 bought startups, focused on artificial intelligence software development. The company is artificial intelligence maker, mainly focused on machine learning development.

Facebook

Today's Facebook almost entirely consists of AI. It is AI solutions company that uses neural networks for different tasks - from targeted advertising to face and text sense recognition. Plus, FB owns three artificial intelligence labs.

Amazon

Amazon uses artificial intelligence solutions to modernize its services and products. Thus, Amazon Web Services (AWS) provides customers with the richest set of machine learning services and supporting cloud infrastructure. Plus, there's a personal virtual assistant.

Apple

One of the famous developments of Apple is Siri, a full-fledged virtual assistant. Also, the latest iPhone models have special hardware tools, designed specifically for AI processing, helping it better understand the surrounding world.

Microsoft

In addition to Cortana (voice assistant), the company's most famous AI-based product, the leading artificial intelligence company develops medical tools for diagnosing and predicting diseases. It also cooperates with Baidu (a Chinese company focused on AI-based and Internet-related services/products) to create a platform for self-driving vehicles.

Samsung

Samsung was the first electronics manufacturer to introduce an AI tool that automatically boosts image resolution to 8K.

IBM

The IBM Watson supercomputer is one of the loudest AI-based projects in the world. It's a machine that can access 90 servers with a combined data store of over 200 million pages of information. It then processes that information against six million logic rules using machine learning and natural language processing.

Nuance

Nuance focuses on conversational artificial intelligence solutions for people with hearing and speech problems. AI development company's programs (automatic speech recognition, natural language processing, biometrics, etc.) are based on understanding human speech and recreating it as “live.”

AIBrain

The AI solutions company working for smartphones and robotics. Their key products include personal assistants and AI-based applications.

Scaled Inference

A team of former Google employees, which offered a platform concept for companies wishing to use artificial intelligence in the application and service direction.

Largest AI Companies in Cybersecurity

Darktrace is one of the world's best AI companies in Cyber Security. The company's technology allows it to fight cyberattacks autonomously, without disrupting business operations and internal systems.

Cylance is one of popular brands that offers international intelligent security systems, combining artificial intelligence with machine learning to prevent cyber threats and protect data using the latest AI technology.

Top Healthcare Artificial Intelligence Companies to Invest In:

  1. CarbonX integrates and digitizes biological indicators with experimental data from people around the world using advanced AI to find new signals about health, disease, and aging. When it comes to healthcare, CarbonX is among the top AI development companies in the world.
  2. Benevolent.AI develops medical solutions using machine learning models and algorithms. It is one of the leading artificial intelligence healthcare companies.
  3. Babylon has a solid medical database and focuses on providing information based on risk factors and statistics processed by machine intelligence. It also offers individual AI assistants.

Leading AI Tech Companies: Computer Vision

VisionLabs is the leading company in Computer Vision and Machine Learning. They specialize in creating products and solutions in the field of subject and object recognition, Augmented and Virtual Reality developed by them independently.

Unique solutions based on AI technology in this sphere also belong to Captricity, a personal assistant with high speed for deciphering hard-to-read documents and images. The digital agency is also known for its effective AI-based business process management technology.

FAQ

Q: What is Artificial Intelligence?

A: Artificial Intelligence is a scientific technology aimed at creating machines with the ability to reason, react, draw conclusions, and learn from mistakes to facilitate and automate various processes in all areas of modern life.

Q: What are the benefits of an artificial intelligence solution?

A: There are many important benefits to using AI, with the main ones being: process automation, AI integration with smart products/services, 24/7 accessibility, applicability in everyday life, adaptability, and self-learning.

Q: Top artificial intelligence applications?

A: The AI industry has a ton of applications in almost every existing structure. The most popular ones are business, education, support services, medicine, transportation, and healthcare.

Q: What challenges are faced by businesses when introducing AI?

A: The most common challenges in introducing AI technology to businesses are as follows: limited database for making decisions, which can be inaccurate or falsified; narrow task specialization; lack of autonomy; a wide range of platforms to start AI development; a limited number of experienced AI development teams.

Q: How to choose the right artificial intelligence technology company?

A: To choose the most suitable company for the development and implementation of AI technologies, consider the following points: company experience and successfully implemented projects; used technique examples; focus on novelties and trends within their respective spheres of competence; qualified tech support; an ability to customize projects to meet specific business requirements.

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