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Hanish SL November 12, 2020 No Comments

How AI, ML, and NLP contribute to the CCM Revolution

Customer Communication Management (CCM) is a solution that helps enterprises to advance the way they communicate with their customers. Since the expectations of the customers are rising day by day, companies are in search of new strategies to scale up to their expectations and this paved the beginning of an intelligence driven content revolution. The advancements driven by Artificial Intelligence (AI), Machine Learning (ML) and Natural Language Processing (NLP) are overcoming the limitations faced by the CCM industry. These technologies are becoming a business necessity for any enterprise, whether big or small, to stay ahead of their competitors. AI in Communication AI powered CCM platform can intelligently handle the complexity of structured, personalized, compliant omni-channel customer communications in a much more effective, efficient, and exceptional manner. AI capabilities like content optimization and assisted authoring helps enterprises deliver dynamic content in real-time. With AI, legacy communication templates are transformed and rationalized into modern centralized communication platform delivering multichannel outputs. AI enables interactive deployments that are intelligence driven providing for an enhanced customer experience and consistent communication. Personalization with ML Machine Learning is an effective way to achieve AI. ML-based tools help enterprises process customer data efficiently and thereby generate highly personalized offers that would appeal their customers. ML is a subset of AI, as a result it can leverage communication systems to use data to automate tasks. ML plays a decisive role in identifying which content is most appropriate to a customer based on the data available. It is truly a form of hyper-personalized communication that offers organizations to predict customer behaviour and associated actions to increase the overall experience value of a customer. NLP utilities as addons Natural Language Processing  is a branch of machine learning which allows a system to understand and generate a response in human recognizable language. It analysis and interprets the incoming information and transmits the desired output in a human recognizable format as often seen in intelligent chatbots and voice tech. Voice enabled devices have become an integral part of customer services like, one can find out when payment is due, access invoice details, and get real-time information. Integrating NLP functionality into a CCM solution makes the difference between a functional process and great customer experience.        It is seen that, applying intelligence to content and optimization helps enterprises make the content better, interactive, and quicker. It helps to discover areas where content consolidation or improvement can be performed like spotting similarities / duplicates or inconsistencies / outliers in content. It also provides recommendation on the way to improve the content like, by making suggestions on style or by highlighting areas that are literally inconsistent or that have a negative sentiment associated. In short, intelligence driven CCM solutions can facilitate organizations scale back the number of communication templates, provide better planning and coordination, increase operational efficiency, ensure seamless interaction via omni-channel and give a larger, deeper, and precise insight of the customer to produce better and more relevant content which would in turn result in increased customer retention and revenue. Innovatix considers integrating content intelligence with CCM as a strategic area to be explored and have been consistently researching in the areas of Artificial Intelligence , Machine Learning, and Natural Language Processing. Get in touch with Innovatix Inc. to know more!!

Subbu Raj August 19, 2020 No Comments

How the Right CCM Solution Benefits Your Business

CCM (Customer Communications Management) Today In this 21st century, CCM platforms are playing an ever-increasing role in solving customer communication problems and serving your business needs. Leading CCM tools are straightforward to use; providing a view for the technical analyst as well as a friendly graphical interface for the non-technical/business user. Using CCM tools, organizations can improve customer satisfaction and manage all their interactive communications effectively. Implemented properly organizations connect with customers through digital channels, email, web, and social media to help clients and the business alike achieve their desired goals. Today, customers expect to interact with their service providers in real-time. CCM systems assist businesses to support customers who want to take quick action and expect immediate resolution of their concerns via interactive communication. Industries including banks, utilities, insurance, and telecom are using cutting-edge CCM technology as they have come to realize it is an integral part of their operations. Advantages of CCM CCM offers benefits across various channels in business, whether it be streamlining the process of customer support or improving your brand’s consistent visibility. With CCM, companies are able to draw in new prospects and empower existing clients to easily get what they require. Customer Communications Management supports companies in with many benefits. CCM services improves customer’s interaction with digital content by way of printing documents, web pages, email, and live streaming to render desired information. The document output takes on different roles, such as print, SMS, text and chat. Delivering large batches of personalized documents are a vital part of customer communication. Advanced CCM solutions provide for the distribution of large volumes of data through a company’s mailing list.  Communication can includes elements such as credit card statements, benefit statements, promotional offers, and new product launches. The ability to provide multi-channel outputs with advanced integration capabilities is designed to improve the client base and brand strength of the company. The integration of CCM software with other platforms facilitates the ability for customers to select the platform they want to use when interacting with your company. Nowadays, customers are expecting on-demand services. A boom in AI technology has brought about various intelligent services responding in real-time, catering to the requirements of customers around the clock and around the globe. Automation may not work in some unique situations. In such cases, live streaming or direct customer intervention may be required to solve the issue. Properly leveraging your CCM platform to support direct responses also plays an essential role in satisfying customer service needs. CCM Solutions The CCM solutions can be categorized into scheduled services structured processes and unscheduled on-demand/interactive processes. Scheduled Services – Structured processes typically run in large volumes and batches that used business rules defined in process models. Here, the output is scheduled with a consistent format that is applicable for any of the outcomes.  Commonly used for billing, benefits, coverage, and renewals. On-Demand Services – Every instance of the process is based on the unique environment, which involves the content and requirement. It could be an interactive process in a real-time scenario, where the response time is short and is typical of a smaller defined customer base. Integrated CCM solutions offer multiple communication from one input to multiple output forms. Banking and financial services may need to interact with customers through various modes of communication including digital forms, interactive documents, and integrated digital publications. Implementing a centralized and integrated CCM platform offers automated customer communication, which helps companies focus on cost reduction, growth, and a high return on investment. CCM focuses on improving the processing document in real-time. It provides a seamless solution to reduce the cost of business without any service interruptions. Some organizations have incurred huge losses due to inefficiency and mismanagement because they did not use centralized CCM services. As a result, many organizations providing banking and financial services are focused on working on centralized communication models. With an efficient Customer Communication Management solution, global businesses can overcome challenges they face in CCM strategy, document composition, pre-processing, post-processing, production, and communication delivery.