Cognitive computing systems are developed using Natural Language Processing (NLP) and machine learning algorithms to sense, predict, and conclude a particular situation. The cognitive computing enables machines and humans work together. Cognitive computing is a problem-solving approach that uses hardware or software to approximate the form or function of a cognitive computing system. Major cognitive process includes learning, perception, and motivation. It is a probabilistic approach and not just a deterministic application that answers in only yes or no. There are two major approaches to cognitive computing: Neuromorphic Architecture: In this approach, computer or device systems are modeled after biological systems or components, such as neurons or synapses. These may be implemented in analog, digital, or hybrid hardware. Functional Equivalence: his approach modeled based on the behavior of biological systems and could successfully perform tasks that a human being can, such as sense and act based on observations.

VISIONARY LEADERS

Visionary leaders are the leading market players in terms of new developments such as product launches, innovative technologies, and the adoption of growth strategies. These players have a broad product offering that caters to most of the regions globally. Visionary leaders primarily focus on acquiring the leading market position through their strong financial capabilities and their well-established brand equity.

DYNAMIC DIFFERENTIATORS

Dynamic Differentiators are established players with very strong business strategies. However, they have a weaker product portfolio compared to the visionary leaders. They generally focus only on a specific type of technology related to the product.

INNOVATORS

Innovators in the competitive leadership mapping are vendors that have demonstrated substantial product innovations as compared to their competitors. The companies have focused on product portfolios. However, they do not have very strong growth strategies for their overall business, when compared with the visionary leaders.

EMERGING COMPANIES

Emerging companies have niche product and service offerings. Their business strategies are not as strong as that of the established vendors. The emerging vendors include the new entrants in the market, emerging in terms of product portfolio and geographic reach, and require time to gain significant traction in the market.

Best Cognitive Computing Solutions

Comparing 43 vendors in Cognitive Computing Solutions across 142 criteria.
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IBM is a pioneer company in providing cognitive computing solution across companies of all sizes and all verticals though first of its kind IBM Watson cognitive computing system. IBM Cognitive Computing Solutions is providing services of IBM Watson through its various channel partners. IBM focuses on expanding its offerings mainly in three market categories: business analytics, cloud, and smarter planet.
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Microsoft has been an eminent global vendor in providing diverse set of software, licensing solutions, and hardware products across different industrial verticals for over three decades. The company is constantly engaged in satisfying its customers as customer satisfaction has always been its top priority. Microsoft Cognitive Computing Solutions also focuses on keeping its customers updated on the evolving market trends such as progressions in business intelligence, cloud, and mobility.
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Google Internet business is already very well-established and it requires a consistent yearly operating income to run this particular Internet business. The company acquired DeepMind, an artificial startup in order to boost its cognitive computing technology. Google Cognitive Computing Solutions is offering various renowned products such as Gmail, Hangout, Calendar, Drive, and Slides.
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Saffron Technology has been focusing on continuous advancements in the cognitive commuting technology. The company initially built a platform that interconnects natural intelligence with machine learning; then, the company came with industry's first cognitive computing platform for IoT.The company has maintained a competitive edge over its competitors in the market with continuous advancements in technology and product differentiation.
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Inbenta is a cloud-based, AI-based Natural Language Search for client assistance and web-based business. Upheld by Natural Language Processing (NLP) innovation, Inbenta's Semantic Search programming controls everything from instinctive chatbots to web search tools within the website and corporate Intranets, bringing about a superior online client experience.
Inbenta is focuses on building the best client experience organizations can offer. Their clients incorporate Groupon, Ticketmaster, Schlage, Act-On, Santander, Blurb, and others.
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Ipsoft Amelia connects chats to data and processes to provide every user with a human like experience. It increases the efficiency of processes by getting work completed more efficiently than. It makes full mechanization of high volume, repeatable processes which makes the cost base sustainable. With faster response times, Amelia ensures time to market cycles are shrunk to a minimum so that it can grow new markets.

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Enterra is providing cognitive reasoning platform to the business organization in order to solve complex problems related to big data analytics. The major focus of Enterra Solutions Cognitive Computing is to provide industry-specific solutions for supply chain and is serving verticals such as government and healthcare. Enterra Solution specializes in cognitive reasoning platform solution utilized by organizations to help transform the way they build, deliver, and consume IT resources. The company has also developed a technology called Power of Ontologies that connects computing systems and machines together and differentiated its offerings from its competitor.
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