Artificial Intelligence (AI) refers to the art or ability of computers to function the way human intelligence does in terms of learning, reasoning, decision-making and problem-solving. Systems integrated with Artificial Intelligence solutions are capable of understanding languages, recognizing images, performing complex reasoning and decision-making involving the most crucial mathematical parameters.
Advantages of Artificial Intelligence for Businesses
By deploying the appropriate AI technology, your business may see new heights in terms of agility. Let us see how Artificial Intelligence solutions are impacting businesses:
- Saves time & money by automating & optimizing the routine processes and tasks.
- Increases the productivity of the system and operational efficiencies.
- Fosters faster business decisions based on outputs from cognitive technologies.
- Minimizes mistakes and chances of human error.
- Helps in deriving useful insights that can be used to predict customer preferences and offer them a superior personal experience.
- Assists in better data mining that will further support in generating quality leads and help you to increase your customer base.
- Increases revenues by identifying & maximizing sales opportunities.
- Enhances expertise in the system by proper analysis of the facts and offer better intelligent service & support.
With the advanced AI-powered applications, businesses are now seeing exponential growths and are driving the system in the most efficient manner. AI services have the potential to change the way businesses work today to enhance operational efficiency & fuelling business growth.
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How Artificial Intelligence Helps Businesses?
Every use case of artificial intelligence requires a different level of understanding, ways of building algorithms, and the right partner to deploy the transition from vision to value. The range of AI solutions available today includes Machine Learning, Natural Language Processing where machines learn & think like humans, speech recognition, and much more. The seamless integration of Artificial Intelligence and machine learning solutions in the business models of clients and automating business operations ensures maximized growth and ROI.
Important Features of AI Solutions
- Reasoning – Logical deductions are derived to solve problems by the AI solution by collating and analyzing data: Example: Financial Asset Management, autonomous weapons system, etc.
- Planning – The ability to demonstrate foresight based on past data and current data analysis, Example: Inventory management, customer behavior analysis for recommendations, etc.
- Knowledge – The ability to show cognitive intelligence based on existing information and trends. Example: Trading, medical symptoms, and drug information.
- Perception – Using sensory elements to infer things through vision, sound, and sensory inputs. Example: Surveillance, Security Enhancement.
- Communication – The ability to understand, communicate, and translate languages both written and voice. Example: Voice Control, Language Translation Software.
Applications of Artificial Intelligence
Artificial intelligence can be applied to all sectors where computers and human cognition need to interact to solve a problem. The major areas where AI services have successfully been integrated by modern-day enterprises are mentioned below, but are not limited to:
- Healthcare
- E-commerce
- Gaming
- Customer Management
- Education
- Banking, Financial Services & Insurance (BFSI)
- Autonomous vehicles and automobile manufacturing
- Manufacturing industries
- Robotics
- Cyborg technology
- Aviation
- Entertainment
- Data Security
- Insurance
- Governance
- Logistics and Navigation
AI services
There are several technological branches of Artificial Intelligence. Let us discuss the major Artificial Intelligence services that are empowering the businesses with growth & helping them in reducing the incurring cost.
- Data Science
With the enormous amount of data that businesses are heaping these days, it has become really important to handle and mutate this data into meaningful business strategies. This involves data analysis of each and every data set of the business organization in order to devise a roadmap that can lead you to achieve your goals. For this purpose, algorithms are made with the support of Artificial Intelligence to address data challenges in the organization and create data visualizations. AI in data analysis is capable of handling the following activities:
- Data Analysis or AdHoc analysis
- Feature Engineering
- Model Validation
- Hypothesis Testing
- Machine Learning
Machine Learning is a by-product and a fundamental concept of Artificial Intelligence research that focuses on computer algorithms that improve automatically with experience. Artificial Intelligence and machine learning solutions help to monitor and develop several machine learning & deep learning models with the support of visual modeling tools. Machine Learning helps to interpret large complicated data, analyze the market trends, and identify the patterns in it. This helps in gathering deep insights across multiple data sources and also fosters accuracy in the decision making the process. Looking at the intense competition in the market, AI & ML service provider can really help to have an edge over the competitors. Customized ML models in accordance with several end results can be developed, also taking into account.
- Functionalities
- Correlation
- Classification
- Clustering
- Deep-learning platforms
This special type of machine learning which consists of Artificial Neural Networks with various layers of abstraction extends the capability to understand unsupervised data from unstructured data. This model adds more worth to business as it helps in cutting down the cost and time to get the desired results. It is currently being used in pattern recognition & classification applications that are supported by huge data sets. The AI services for deep learning include:
- Computer vision
- Face recognition
- Indexing
- Photo stylization
- Time-series data
- Econometrics
- Analytics
- Anomaly detection
- Detecting inconsistencies in complex data sets
- Digital Virtual Agents
Creating digital virtual agents is another vertical of Artificial Intelligence which is capable of understanding & interpreting human behavior and delivers extensive support to enrich the customer experience. - Chatbots
These are software programs that provide an interface to humans to interact with human-like models. Designing, developing & integrating chatbots in systems is one of the biggest applications of artificial intelligence which facilitates 24 x 7 interaction between the business and the customer without any actual human intervention. It saves a lot of time and cost. - Natural Language Processing
NLP technology lets the machines to assimilate and comprehend what people speak & write, interpret their feelings & physiological behaviors and take pertinent actions based on understanding. It is the way how computers are programmed to process & analyze large chunks of natural language data. AI in NLP helps to:
- Develop tailor-made NLP models to improve business performance.
- Prototyping substandard behavior to figure out loopholes.
- Applying NLP model to develop proper care for the customers and understanding them better.
- Natural Language Generation
NLG applications are intelligent AI products that convert data into human-readable text. These applications serve diverse purposes including automating BI reports, financial reports, product descriptions and much more. - Image Processing
Creating futuristic image processing technology is another specialty of artificial intelligence. In this, high-tech visual applications are created which are capable to acquire, analyze & synthesize images and identify patterns in them used mostly in biometrics and security features today. - Robotic Process Automation
Robotic Process Automation (RPA) can carry out processes repetitively without any human intervention, as per the machine-learned and user-generated instructions. RPA facilitates smooth, efficient and highly accurate working by ensuring tremendous cost-cutting and productive workforce. - Knowledge Virtualization
Another vertical of AI services is creating robust knowledge virtualization systems which ensure that the businesses use reliable databases to take right the business decisions. - Decision Management
AI fosters easy, quick and automated decisions within the business as it simplifies the flow of the system & its processes. Accurate AI-based business decisions are possible on the basis of reliable algorithmic & predictive systems.
