Gartner defines conversational AI platforms (CAIPs) as platforms primarily used for developing applications simulating human conversation across multiple channels and on a mix of modalities such as text, voice and visual content. CAIPs leverage a composition of AI techniques, including classic natural language processing (NLP), and generative AI (GenAI) and agentic AI architectures. To support the building of conversational applications, CAIPs principally provide low-code and no-code coding options. Application areas include AI assistants and conversational AI agents. Conversational AI platforms are designed to address the increasing demand for organizations to efficiently build, deploy and manage AI-driven conversational systems at scale, addressing the requirements of both employee experience and customer experience use cases. While they may offer some predefined AI assistants or AI agents that can be modified, the primary focus of a CAIP is to equip organizations with tools for building customized conversational AI applications. CAIPs typically embed specialized, dedicated and feature-rich tooling for language-specific NLP and multimodal interactions, as well as conversational flow building and analytics. By offering a unified environment that supports low-code and no-code development — and, in some cases, extends to pro-code and GenAI-assisted options — CAIPs empower technically savvy business users, including citizen developers, to create and orchestrate both customer-facing and internal AI assistants and conversational agents. Unlike AI engineering environments, which primarily serve AI engineers, software developers and data scientists, CAIPs are purpose-built for broad enterprise adoption, enabling strategic, scalable and organizationwide conversational AI initiatives.
CCM software is defined as both a strategy and a market-fulfilled by applications that improve the creation, delivery, storage and retrieval of outbound and interactive communications. It supports the production of individualized customer messages, marketing collateral, new product introductions and transaction documents. It is a collection of computer programs that composes, personalizes, formats and delivers content acquired from various sources into targeted and relevant electronic and physical communications between an enterprise and its customers, prospective customers and business partners. It delivers targeted communications through a wide range of media including mobile, email, SMS, Web pages, social media sites and print. The CCM market has evolved from the convergence of document generation/composition and output management technologies. Current CCM solutions include the core elements of a design tool, a composition engine, a workflow/rule engine and multichannel output management.