Best AI Platforms Software

Artificial intelligence (AI) platforms provide users a tool kit to build intelligent applications. These platforms combine intelligent, decision-making algorithms with data, which enables developers to create a business solution. Some platforms offer pre-built algorithms and simplistic workflows with such features as drag-and-drop modeling and visual interfaces that easily connect necessary data to the end solution, while others require a greater knowledge of development and coding. These algorithms can include functionality for image recognition, natural language processing, voice recognition, recommendation systems, and predicitve analytics, in addition to other machine learning capabilities.

AI platforms are frequently used by developers to create both the learning algorithm and intelligent application. However, users without intensive development skills will benefit from the platforms’ pre-built algorithms and other features that curb the learning curve. AI platforms are very similar to Platforms as a Service (PaaS), which allow for basic application development, but these products differ by offering machine learning options. As intelligent applications become the norm, it may become commonplace for all PaaS products to begin to provide the same machine learning options as AI Platforms.

To qualify for inclusion in the AI Platforms category, a product must:

  • Provide a platform for building intelligent, AI-capable applications
  • Allow users to create machine learning algorithms and/or offer pre-built machine learning algorithms for more novice users to build applications
  • Present a way for developers to connect data to the algorithms for them to learn and adapt

AI Platforms Software Grid® Overview

The best AI Platforms Software products are determined by customer satisfaction (based on user reviews) and market presence (based on products’ scale, focus, and influence) and placed into four categories on the Grid®:
  • Products in the Leader quadrant are rated highly by G2 Crowd users and have substantial Market Presence scores. Leaders include: Google Cloud Machine Learning Engine and Salesforce Einstein
  • High Performers are highly rated by their users, but have not yet achieved the Market Presence of the Leaders High Performers include: Deep Cognition
  • Contenders have significant Market Presence and resources, but have received below average user Satisfaction ratings or have not yet received a sufficient number of reviews to validate the solution. Contenders include: Azure Machine Learning
  • Niche solutions do not have the Market Presence of the Leaders. They may have been rated positively on customer Satisfaction, but have not yet received enough reviews to validate them. Niche products include: TensorFlow
G2 Crowd Grid® for AI Platforms
Leaders
High Performers
Contenders
Niche
Market Presence
Satisfaction
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    AI Platforms reviews by real, verified users. Find unbiased ratings on user satisfaction, features, and price based on the most reviews available anywhere.


    Salesforce Einstein learns from user data, and delivers predictions and recommendations based on unique business processes.


    Azure Machine Learning is a cloud-based predictive analytics service that makes it possible to quickly create and deploy predictive models as analytics solutions.


    Design, train, and deploy deep learning models without coding.


    TensorFlow is an open source software library for numerical computation using data flow graphs.


    Amazon SageMaker is a fully-managed service that enables developers and data scientists to quickly and easily build, train, and deploy machine learning models at any scale. Amazon SageMaker removes all the barriers that typically slow down developers who want to use machine learning.


    Azure Machine Learning Studio is a GUI-based integrated development environment for constructing and operationalizing Machine Learning workflow on Azure.


    Infosys Nia is a knowledge-based AI platform that brings machine learning together with the deep knowledge of an organization to drive automation and innovation and enables businesses to continuously reinvent their system landscapes.


    Fully-managed platform offering quality training data for computer vision teams at scale.


    Ayasdi is an enterprise scale machine intelligence platform that delivers the automation needed to gain competitive advantage from big and complex data, it supports large numbers of business analysts, data scientists, end-users, developers and operational systems across organization, simultaneously creating, validating, using and deploying sophisticated analyses and mathematical models at scale.


    Azure Batch AI is a managed service that enables data scientists and AI researchers to train AI and other machine learning models on clusters of Azure virtual machines, including VMs with GPU support. Azure Batch AI helps you experiment with your AI models using any framework and then train them at scale across GPU and CPU clusters.


    Cogito Studio is a fully integrated development environment for building and deploying custom cognitive computing and AI-based applications, based on the Cogito Technology. As the command center for Cogito-powered deployments, Cogito Studio helps organizations and developers assert their business priorities while creating unique semantic-powered solutions for robotic process automation and information intelligence.


    Gluru offers AI-powered customer experience management (CEM) solutions through its multi-patented MIND technology which seamlessly integrate with your existing customer relationship management (CRM) platforms, to enable your business to proactively engage with its customers. By leveraging your new or existing knowledge, MIND uses award-winning AI technology to dialogue with your customers and guide them towards the knowledge they seek. In doing so, MIND reduces the friction between businesses and users by making it incredibly easy for you to convert your customer's interests into successful outcomes.


    Infor Coleman is a powerful artificial intelligence robot designed specifically for business users and built upon a foundation of industry-specific data. At any given moment, it can help you with things such as executing tasks, recommending next best sales offers, or even predicting maintenance issues and adjusting production schedules accordingly.


    Build stock market, futures, index and forex trading systems WITHOUT coding!


    Wipro HOLMES is an Artificial Intelligence Platform that provide services for the development of digital virtual agents, predictive systems, cognitive process automation, visual computing applications, knowledge virtualization, robotics and drones to deliver cognitive enhancement to experience and productivity, accelerate process through automation and at the highest stage of maturity reach autonomous abilities


    Agatha is the first automated smart assistant for electronic component purchasing. Guaranteeing production timelines. Immediately dealing with new market conditions. Instantly profitable.


    AirFusion develops AI-driven software solutions for infrastructure monitoring.


    The AWS Deep Learning AMIs provide machine learning practitioners and researchers with the infrastructure and tools to accelerate deep learning in the cloud, at any scale.


    Build a model tailored to your solution, then deploy and maintain it with ease


    Citibeats makes sense of citizen opinions and gives meaning to your data. Citibeats AI Analytics Platform quantifies social opinions and identifies the most relevant concerns and trends to help leaders make informed decisions. Our technology has been developed with MIT and Singularity University, and awarded by the UN and EU. Our solutions are used by the public sector, tourism, mobility, finance and insurance industries. They use Citibeats to discover, categorize and compare information from various data sources such as social networks, live chat portals, civic platforms or CRMs. Know Better. Act Smarter.


    IBM Watson Studio accelerates the machine and deep learning workflows required to infuse AI into your business to drive innovation. It provides a suite of tools for data scientists, application developers and subject matter experts to collaboratively and easily work with data and use that data to build, train and deploy models at scale.


    InsideBoard offers in one united platform a wide range of innovative solutions to engage all agents of transformation: end users, ambassadors, managers, and top management


    Pega is the only industry-leading platform that allows you to build scalable, enterprise-grade CRM, Digital Process Automation, BPM, Case Management, and AI apps, all on one unified platform. Anyone can catapult enterprise digital transformation and innovation with Pega by designing, building, and collaborating – on any application, without any roadblocks. The Pega Platform transforms business stakeholders into citizen developers with a no code, visual app development experience, while empowering professional developers to architect applications with a model-driven approach in a low cow code environment. Pega maximizes productivity, re-use, and scale for the enterprise while delivering meaningful apps 6.4x faster, reducing development costs by 75% and driving ROI by 321%.”


    Rainbird is a cloud-based AI platform that enables anyone to capture their expertise on any subject and publish a virtual online expert with human-like decision making capabilities.


    Teneo allows your customers to speak to applications, devices and web services in a natural, humanlike and intelligent way. At Artificial Solutions we Make Technology Think! We believe that people should be able to interact with technology intelligently. Using their language, their terminology, across whatever device or service they choose. Our technology uses a form of AI we refer to as Natural Language Interaction (NLI). Delivered through our Teneo platform, it allows non-specialists to rapidly develop enterprise strength, conversational applications that analyze, reason and react—just like a human. What Makes Teneo Different? Teneo is the only unified natural language development and analytics platform that enables enterprises to build an intelligent, conversational AI solution that can be simultaneously surfaced across multiple channels, devices and languages, regardless of whether your customers are using voice, text, touch or gesture to communicate with you. With Teneo, your brand is represented in a single, consistent style and tone of voice across every touch point; and as a scalable platform, you will be able to develop and maintain your solution to suit changing business needs. Teneo’s integrated analytics capabilities will also give you the tools to unlock, understand and act on real-life customer data to grow your business and achieve a competitive edge. Teneo is different. Teneo is the only AI for Enterprise. Build Conversational AI Rapidly build multiple, artificially intelligent, conversational applications across any channel or device, including mobile personal assistants and website digital employees, to wearables, chatbots and IoT interfaces, in 35 languages – all from a single platform. Act On The Voice Of Your Customer People reveal substantial amounts of data about their opinions, sentiments likes and dislikes when they communicate in a natural, conversational manner. Use Teneo’s actionable insight and advanced analytics tools and dashboards to effectively manage this goldmine of authentic “voice of the customer” intelligence.


    Trade Ideas’ A.I. is a virtual research analyst that never sleeps and sifts through technicals, fundamentals, social media, earnings and more, across millions of possible trades every day to find the highest probability, risk appropriate opportunities.


    VantagePoint’s patented Neural Network processes predicts changes in market trend direction 1-3 days in advance.


    Kate from G2 Crowd

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