Natural Language Generation (NLG) Market Report 2026

Natural Language Generation (NLG) Market Overview

• Natural Language Generation (NLG) market size has reached to $1.06 billion in 2025 • Expected to grow to $2.78 billion in 2030 at a compound annual growth rate (CAGR) of 21.4% • Growth Driver: The Increasing Volume and Variety of Data Fueling the Growth of the Market Due to Expanding Digitalization and Multimodal Data Generation • Market Trend: Microsoft's Integration Of Azure OpenAI Service In Natural Language Generation (NLG) • North America was the largest region in 2025 and Asia-Pacific is the fastest growing region.

What Is Covered Under Natural Language Generation (NLG) Market?

Natural language generation (NLG) is a subfield of artificial intelligence (AI) and natural language processing (NLP) that focuses on the automatic generation of human-readable text or speech from structured data or other non-linguistic forms. NLG aims to transform data into coherent and contextually relevant narratives that humans can easily understand. The natural main deployments of the natural language generation (NLG) are on-premise and cloud. On-premise deployment refers to a method of deploying software where the data is stored on the organization's servers, and the software is installed and managed by the organization's IT department, it organization includes SMEs and large enterprises, is used for fraud detection, predictive maintenance, risk, and compliance management, and performance management, and used in banking, financial services and insurance (BFSI), retail and e-commerce, government and defense, healthcare and life sciences, manufacturing, telecom, information technology, media and entertainment, and energy and utilities.

What Is The Natural Language Generation (NLG) Market Growth Forecast?

The natural language generation (nlg) market size is expected to see exponential growth in the next few years. It will grow to $2.78 billion in 2030 at a compound annual growth rate (CAGR) of 21.4%. The growth in the forecast period can be attributed to integration of generative AI models, expansion of cloud-based NLG platforms, demand for explainable AI outputs, growth of real-time analytics, increased adoption across enterprise functions. Major trends in the forecast period include automated data-to-text reporting, personalized content generation at scale, integration of nlg with business intelligence tools, real-time narrative generation, expansion of conversational AI capabilities.

Global Natural Language Generation (NLG) Market Segmentation

1) By Deployment: On-Premise, Cloud 2) By Organization Size: Small and Medium Enterprises (SMEs), Large Enterprises 3) By Application: Fraud Detection, Predictive Maintenance, Risk And Compliance Management, Performance Management 4) By Vertical: Banking, Financial Services And Insurance (BFSI), Retail And Ecommerce, Government And Defense, Healthcare And Life Sciences, Manufacturing, Telecom, IT, Media And Entertainment, Energy And Utilities Subsegments: 1) By On-Premise: Local Server Installations, Customized NLG Software Solutions, Integrated Enterprise Systems, Self-Hosted Data Processing Systems 2) By Cloud: Software As A Service (Saas) NLG Platforms, API-Based NLG Services, Cloud Storage And Processing Solutions, Multi-Tenant Cloud Environments, Subscription-Based NLG Applications

What Is The Driver Of The Natural Language Generation (NLG) Market?

The increasing volume and variety of data are expected to propel the growth of the natural language generation (NLG) market going forward. Volume and variety of data refer to the immense quantity and diverse types of information generated, collected, and processed by systems, applications, and devices, reflecting the ever-growing scale and heterogeneity of data in each context. Natural Language Generation (NLG) is used to effectively communicate insights from the increasing volume and variety of data by transforming complex datasets into coherent and understandable narratives, enabling businesses to derive meaningful information and make informed decisions in a more accessible and human-readable format. For instance, in October 2023, according to the International Telecommunication Union, a Switzerland-based, UN telecom agency, approximately 67% of the world’s population (about 5.4 billion people) were online a 4.7% increase over 2022. Therefore, the increasing volume and variety of data are driving the growth of the natural language generation (NLG) industry.

Key Players In The Global Natural Language Generation (NLG) Market

Major companies operating in the natural language generation (nlg) market are Amazon.com Inc.; Alphabet Inc.; Microsoft Corporation; IBM Corporation; Oracle Corporation; SAP SE; NVIDIA Corporation; Infosys Limited; Baidu Inc.; SAS Institute Inc.; Conversica Inc.; Automated Insights Inc.; OpenAI Inc.; Narrative Science Inc.; Persado Inc.; Arria NLG plc; Hugging Face Inc.; Retresco GmbH; AX Semantics GmbH; vPhrase Analytics Solutions Pvt. Ltd.; Yseop SA; Phrasetech; Narrativa

Global Natural Language Generation (NLG) Market Trends and Insights

Major companies operating in natural language generation (NLG) are developing innovative technology and products by integrating stacks purpose-built for AI-powered applications. Integrating stacks refers to the process of combining different software components or systems to work together seamlessly. A software stack is a collection of independent components that work together to support the execution of an application. For instance, in 2023, Microsoft Corporation, a US-based technology company, launched the Azure OpenAI Service. This ecosystem adapts to the growing needs of developers and organisations. Azure offers a full, integrated stack purpose-built for AI-powered applications and provides a set of pre-built task-optimised NLU/NLG capabilities powered by Azure OpenAI, giving it a competitive edge and superior performance. These models can be adapted to tasks such as content summarisation, image understanding, semantic search, and natural language to code translation.

What Are Latest Mergers And Acquisitions In The Natural Language Generation (NLG) Market?

In November 2023, Straive, a Singapore-based information technology company, acquired Gramener for an undisclosed amount. The acquisition is aimed at enhancing Straive's ability to create differentiated customer experiences, offerings, and operations by embedding unique data-driven insights and expert knowledge into digital and AI technologies. Gramener is a US-based data infrastructure and analytics company that offers a natural language generation-based app.

Regional Insights

North America was the largest region in the natural language generation (NLG) market in 2025. Asia-Pacific is expected to be the fastest-growing region in the forecast period. The regions covered in this market report are Asia-Pacific, South East Asia, Western Europe, Eastern Europe, North America, South America, Middle East, Africa. The countries covered in this market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Taiwan, Russia, South Korea, UK, USA, Canada, Italy, Spain

What Defines the Natural Language Generation (NLG) Market?

The natural language generation (NLG) market includes revenues earned by entities by providing services such as automated customer service responses, filling out online forms, Chabot and voice assistants, and decision-making process services. The market value includes the value of related goods sold by the service provider or included within the service offering. The natural language generation (NLG) market also includes sales of GPUs, CPUs, and storage systems. Values in this market are ‘factory gate’ values, that is, the value of goods sold by the manufacturers or creators of the goods, whether to other entities (including downstream manufacturers, wholesalers, distributors, and retailers) or directly to end customers. The value of goods in this market includes related services sold by the creators of the goods.

How is Market Value Defined and Measured?

The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD unless otherwise specified). The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products.

What Key Data and Analysis Are Included in the Natural Language Generation (NLG) Market Report 2026?

The natural language generation (nlg) market research report is one of a series of new reports from The Business Research Company that provides market statistics, including industry global market size, regional shares, competitors with the market share, detailed market segments, market trends and opportunities, and any further data you may need to thrive in the natural language generation (nlg) industry. The market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future state of the industry.