Best Natural Language Generation Software
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Compare the Top Natural Language Generation Software as of September 2024
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What is Natural Language Generation Software?
Natural language generation software is computer-generated software designed to create natural-sounding output. It can generate text from structured data sources such as databases, or from unstructured sources like audio or video recordings. The output of this software can be used for various tasks such as summarizing information or producing news articles. Natural language generation technology is commonly used in applications that require automated content creation and natural language processing algorithms. Compare and read user reviews of the best Natural Language Generation software currently available using the table below. This list is updated regularly.
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1
Quaeris
Quaeris, Inc.
Explore data and get instant insights by searching your corporate data - like Google for your data! Personalized, based on your interests, role, and history. Pin these insights to build personal pinboard/dashboards, share and collaborate on your insights and become truly data-driven. Quaeris is based on GPT (Generative pre-trained transformer), the same technology that drives ChatGPT. With Quaeris you get the security and privacy that your data deserves! Get GPT for your corporate data and enjoy the power of true self-service with Quaeris! Quaeris can be rolled out to team of 10s or 1000s of users seamlessly within a matter of days - without much need of IT, and that is why IT & data teams love us!Starting Price: $250 per month -
2
ChatGPT
OpenAI
ChatGPT is a language model developed by OpenAI. It has been trained on a diverse range of internet text, allowing it to generate human-like responses to a variety of prompts. ChatGPT can be used for various natural language processing tasks, such as question answering, conversation, and text generation. ChatGPT is a pre-trained language model that uses deep learning algorithms to generate text. It was trained on a large corpus of text data, allowing it to generate human-like responses to a wide range of prompts. The model has a transformer architecture, which has been shown to be effective in many NLP tasks. In addition to generating text, ChatGPT can also be fine-tuned for specific NLP tasks such as question answering, text classification, and language translation. This allows developers to build powerful NLP applications that can perform specific tasks more accurately. ChatGPT can also process and generate code.Starting Price: Free -
3
GPT-3
OpenAI
Our GPT-3 models can understand and generate natural language. We offer four main models with different levels of power suitable for different tasks. Davinci is the most capable model, and Ada is the fastest. The main GPT-3 models are meant to be used with the text completion endpoint. We also offer models that are specifically meant to be used with other endpoints. Davinci is the most capable model family and can perform any task the other models can perform and often with less instruction. For applications requiring a lot of understanding of the content, like summarization for a specific audience and creative content generation, Davinci is going to produce the best results. These increased capabilities require more compute resources, so Davinci costs more per API call and is not as fast as the other models.Starting Price: $0.0200 per 1000 tokens -
4
GPT-4 Turbo
OpenAI
GPT-4 is a large multimodal model (accepting text or image inputs and outputting text) that can solve difficult problems with greater accuracy than any of our previous models, thanks to its broader general knowledge and advanced reasoning capabilities. GPT-4 is available in the OpenAI API to paying customers. Like gpt-3.5-turbo, GPT-4 is optimized for chat but works well for traditional completions tasks using the Chat Completions API. GPT-4 is the latest GPT-4 model with improved instruction following, JSON mode, reproducible outputs, parallel function calling, and more. Returns a maximum of 4,096 output tokens. This preview model is not yet suited for production traffic.Starting Price: $0.0200 per 1000 tokens -
5
Cohere
Cohere AI
Build natural language understanding and generation into your product with a few lines of code. The Cohere API provides access to models that read billions of web pages and learn to understand the meaning, sentiment, and intent of the words we use. Use the Cohere API to write human-like text by completing a prompt or filling in blanks. You can write copy, generate code, summarize text, and more. Compute the likelihood of text and retrieve representations from the model. Use the likelihood API to filter text based on chosen categories or selected criteria. With representations, you can train your own downstream models on a wide variety of domain-specific natural language tasks. The Cohere API can compute the similarity between pieces of text, and make categorical predictions by comparing the likelihood of different text options. The model has multiple lenses through which to view ideas, so that it can recognize abstract similarities between concepts as distinct as DNA and computers.Starting Price: $0.40 / 1M Tokens -
6
GPT-4
OpenAI
GPT-4 (Generative Pre-trained Transformer 4) is a large-scale unsupervised language model, yet to be released by OpenAI. GPT-4 is the successor to GPT-3 and part of the GPT-n series of natural language processing models, and was trained on a dataset of 45TB of text to produce human-like text generation and understanding capabilities. Unlike most other NLP models, GPT-4 does not require additional training data for specific tasks. Instead, it can generate text or answer questions using only its own internally generated context as input. GPT-4 has been shown to be able to perform a wide variety of tasks without any task specific training data such as translation, summarization, question answering, sentiment analysis and more.Starting Price: $0.0200 per 1000 tokens -
7
Claude
Anthropic
Claude is an artificial intelligence large language model that can process and generate human-like text. Anthropic is an AI safety and research company that’s working to build reliable, interpretable, and steerable AI systems. Large, general systems of today can have significant benefits, but can also be unpredictable, unreliable, and opaque: our goal is to make progress on these issues. For now, we’re primarily focused on research towards these goals; down the road, we foresee many opportunities for our work to create value commercially and for public benefit.Starting Price: Free -
8
ChatSonic
Writesonic
A revolutionary AI like ChatGPT - ChatSonic, the conversational AI chatbot addresses the limitations of ChatGPT, turning out to be the best Chat GPT alternative. Improving upon the limitations of Chat GPT and giving conversational AI wings with ChatSonic. ChatSonic is trained and powered by ‘Google Search’ to chat with you on current events and trending topics in real-time. ChatSonic - ChatGPT alternative can help generate stunning digital AI artwork for your social media posts and digital campaigns. A personal assistant you can customize and use whether you are solving a math problem, preparing for an interview, sorting relationship problems or helping you stay fit. Add the ChatSonic ChatGPT Chrome extension to get content suggestions from anywhere on the internet. ChatSonic understands voice commands and responds just like Siri / Google Assistant.Starting Price: $12.67 per month -
9
GPT-3.5
OpenAI
GPT-3.5 is the next evolution of GPT 3 large language model from OpenAI. GPT-3.5 models can understand and generate natural language. We offer four main models with different levels of power suitable for different tasks. The main GPT-3.5 models are meant to be used with the text completion endpoint. We also offer models that are specifically meant to be used with other endpoints. Davinci is the most capable model family and can perform any task the other models can perform and often with less instruction. For applications requiring a lot of understanding of the content, like summarization for a specific audience and creative content generation, Davinci is going to produce the best results. These increased capabilities require more compute resources, so Davinci costs more per API call and is not as fast as the other models.Starting Price: $0.0200 per 1000 tokens -
10
ChatGPT Plus
OpenAI
We’ve trained a model called ChatGPT which interacts in a conversational way. The dialogue format makes it possible for ChatGPT to answer followup questions, admit its mistakes, challenge incorrect premises, and reject inappropriate requests. ChatGPT is a sibling model to InstructGPT, which is trained to follow an instruction in a prompt and provide a detailed response. ChatGPT Plus is a subscription plan for ChatGPT a conversational AI. ChatGPT Plus costs $20/month, and subscribers will receive a number of benefits: - General access to ChatGPT, even during peak times - Faster response times - GPT-4 access - ChatGPT plugins - Web-browsing with ChatGPT - Priority access to new features and improvements ChatGPT Plus is available to customers in the United States, and we will begin the process of inviting people from our waitlist over the coming weeks. We plan to expand access and support to additional countries and regions soon.Starting Price: $20 per month -
11
Botmind
Botmind
Botmind is a SaaS solution that helps companies deliver a better customer experience by automating responses to frequent requests through hybrid agents, combining artificial intelligence and human intervention on the same channel. Order tracking, appointment scheduling... Botmind allows to improve customer relationships and plugs directly into existing tools (Zendesk, Front, Intercom...). The objective is to maximize your return on investment: - The ROI in terms of customer experience: Answer faster and always right (+26% satisfaction). - The ROI in terms of employee experience: No more dealing with non-value added issues. - The financial ROI: Reduce the cost of customer support processing between 50% and 90%. Advantages of Botmind - 90 pre-recorded responses - Reduces the cost of the support by 90%. - Answer your customers in less than a second -
12
GooseAI
GooseAI
Switching is as easy as changing one line of code. Feature parity with industry standard APIs means your product works the same but faster. GooseAI is a fully managed NLP-as-a-Service, delivered via API. It is comparable to OpenAI in this regard. And even more, it is fully compatible with OpenAI's completion API! Our state-of-the-art selection of GPT-based language models and uncompromising speed will give you a jumpstart when starting your next project or offer a flexible alternative to your current provider. We're proud to be able to offer costs that are up to 70% cheaper than other providers, at the same or even better performance. Like the Mitochondria is the powerhouse of the cell, geese are an integral part of the ecosystem. Their beauty and elegance inspired us to fly high - like geese.Starting Price: $0.000035 per request -
13
DeepAI
Deep AI
DeepAI was founded with the belief that a future built with artificial intelligence allows for the sustainable accommodation of all humanity at a high standard of living. DeepAI develops the technologies to help make this future a reality, while moving towards the ultimate goal of making AGI directly accessible to the individual. Products build with AI. whether you need to hire top data science talent or quickly train your own image recognition models, DeepAI has your business covered so you can build with AI. Publish your datasets and research side-by-side or write a guide to go along with your paper to increase the reproducibility of your work. Follow the latest AI research, learn about data science, and build with AI. Contribute to one of the largest AI communities in the World, write guides to share concepts, techniques, and codes with the community. DeepAI's mission is to accelerate the world's transition to artificial intelligence through offering an A.I. agent. -
14
Clarifai
Clarifai
Clarifai is a leading AI platform for modeling image, video, text and audio data at scale. Our platform combines computer vision, natural language processing and audio recognition as building blocks for developing better, faster and stronger AI. We help our customers create innovative solutions for visual search, content moderation, aerial surveillance, visual inspection, intelligent document analysis, and more. The platform comes with the broadest repository of pre-trained, out-of-the-box AI models built with millions of inputs and context. Our models give you a head start; extending your own custom AI models. Clarifai Community builds upon this and offers 1000s of pre-trained models and workflows from Clarifai and other leading AI builders. Users can build and share models with other community members. Founded in 2013 by Matt Zeiler, Ph.D., Clarifai has been recognized by leading analysts, IDC, Forrester and Gartner, as a leading computer vision AI platform. Visit clarifai.comStarting Price: $0 -
15
NaturalText
NaturalText
NaturalText A.I. helps you get more out of your data. Discover relationships, create collections, and unveil hidden insights in documents and other text-based data. NaturalText A.I. uses novel artificial intelligence technology to uncover hidden relationships in data. The software uses various state-of-the-art methods to understand context, analyze patterns, and reveal insights—all in a human-readable way. Reveal insights hidden in your data. Finding everything hidden in your text data is a difficult, if not impossible, task. With traditional search, you can only locate information related to a document. NaturalText A.I., on the other hand, uncovers new information within millions of documents, including scientific papers and patents. Use NaturalText A.I. to reveal insights in the data you are currently missing.Starting Price: $5000.00 -
16
Tome
Magical Tome
Unlock your best work with Tome's AI-powered storytelling format. Type in a prompt and watch Tome generate entire narratives from scratch or create additional content pages within seconds. Use our image tile to source or create compelling images, tailor-made to bring your idea to life. Your narrative deserves more than text and images. Easily share a prototype, add 3D renderings, trim a video, or embed live content from the web to make your point more compelling. Focus on your idea, and Tome will take care of the rest. Drag-and-drop creation, responsive pages, and one-click themes mean you don't waste time aligning content or applying brand colors. Embed anything from the web, in one place. Live integrations with your favorite tools like Figma let you showcase your existing work as a connected part of your story.Starting Price: Free -
17
Article Forge
Cortx
Get HIGH QUALITY Content In Under 60 Seconds. Using advanced artificial intelligence and deep learning, Article Forge writes completely unique, on-topic, high-quality articles with the click of a button. Content is expensive and time-consuming to create, but it doesn't have to be. Article Forge was born out of five years of artificial intelligence research, and its deep learning models are trained on millions of articles so it can write intelligently about virtually any topic. This allows our AI to write entire, unique, naturally flowing articles with just the click of a button, drastically cutting down the time and money needed to create content. Enter your keyword, any optional sub keywords, your article length, and any other requirements into the Article Forge system. During those 60 seconds, Article Forge will intelligently write you a high quality, completely unique article. You have your article and are ready to use it wherever and however you want!Starting Price: $57 per month -
18
Phrazor
vPhrase Analytics Solutions Pvt Ltd
Phrazor summarises data into a few bullet points, highlighting key insights required for decision-making. It helps enterprises make their reports and insights easier to comprehend by writing a narrative along with each report. With Phrazor, you don't have to spend time analyzing numbers. Phrazor writes language to explain the key insights in words. Business users and their data questions are too many, analysts available to provide answers are too few. Bottlenecks and frustration are common. To understand, tables of data need to be analyzed and charts need to be interpreted. However, language just needs to be read. Deep insights and relationships between data points can only be communicated using language. Charts and tables don’t help. Transformer-based language models that can generate rich and cohesive insights. -
19
Adzis
Adzis
Adzis is an AI-powered e-Commerce content engine that can auto generate product writeups for your online store. Adzis is available as an API, Web App, Shopify App and as a service. Get more visitors by ranking for more keywords with rich content generated using AdZis Content Generator. Search engines can rank and bring traffic to your pages only if they contain enough content. Get the help of One Click Content Generation to automate eCommerce content generation. Auto-generate product descriptions, videos, social posts/banners, blog posts, meta tags for your online shop in seconds. Product descriptions are possibly one of the most undervalued search engine optimization (SEO) tactics with most eCommerce websites either brushing off the task of writing descriptions or just writing thin product pages.Starting Price: $9 per month -
20
InstructGPT
OpenAI
InstructGPT is an open-source framework for training language models to generate natural language instructions from visual input. It uses a generative pre-trained transformer (GPT) model and the state-of-the-art object detector, Mask R-CNN, to detect objects in images and generate natural language sentences that describe the image. InstructGPT is designed to be effective across domains such as robotics, gaming and education; it can assist robots in navigating complex tasks with natural language instructions, or help students learn by providing descriptive explanations of processes or events.Starting Price: $0.0200 per 1000 tokens -
21
Azure OpenAI Service
Microsoft
Apply advanced coding and language models to a variety of use cases. Leverage large-scale, generative AI models with deep understandings of language and code to enable new reasoning and comprehension capabilities for building cutting-edge applications. Apply these coding and language models to a variety of use cases, such as writing assistance, code generation, and reasoning over data. Detect and mitigate harmful use with built-in responsible AI and access enterprise-grade Azure security. Gain access to generative models that have been pretrained with trillions of words. Apply them to new scenarios including language, code, reasoning, inferencing, and comprehension. Customize generative models with labeled data for your specific scenario using a simple REST API. Fine-tune your model's hyperparameters to increase accuracy of outputs. Use the few-shot learning capability to provide the API with examples and achieve more relevant results.Starting Price: $0.0004 per 1000 tokens -
22
NLP Cloud
NLP Cloud
Fast and accurate AI models suited for production. Highly-available inference API leveraging the most advanced NVIDIA GPUs. We selected the best open-source natural language processing (NLP) models from the community and deployed them for you. Fine-tune your own models - including GPT-J - or upload your in-house custom models, and deploy them easily to production. Upload or Train/Fine-Tune your own AI models - including GPT-J - from your dashboard, and use them straight away in production without worrying about deployment considerations like RAM usage, high-availability, scalability... You can upload and deploy as many models as you want to production.Starting Price: $29 per month -
23
AI21 Studio
AI21 Studio
AI21 Studio provides API access to Jurassic-1 large-language-models. Our models power text generation and comprehension features in thousands of live applications. Take on any language task. Our Jurassic-1 models are trained to follow natural language instructions and require just a few examples to adapt to new tasks. Use our specialized APIs for common tasks like summarization, paraphrasing and more. Access superior results at a lower cost without reinventing the wheel. Need to fine-tune your own custom model? You're just 3 clicks away. Training is fast, affordable and trained models are deployed immediately. Give your users superpowers by embedding an AI co-writer in your app. Drive user engagement and success with features like long-form draft generation, paraphrasing, repurposing and custom auto-complete.Starting Price: $29 per month -
24
YouChat
You.com
YouChat is an AI that can answer general questions, explain things, suggest ideas, translate, summarize text, compose emails, and write code for you. YouChat is powered by artificial intelligence and natural language processing, allowing you to have human-like conversations with it. It is constantly learning from huge amounts of information on the internet, which means it sometimes may get some answers wrong. Its AI is always improving and it will often share sources for my answers.Starting Price: Free -
25
GPT-4o
OpenAI
GPT-4o (“o” for “omni”) is a step towards much more natural human-computer interaction—it accepts as input any combination of text, audio, image, and video and generates any combination of text, audio, and image outputs. It can respond to audio inputs in as little as 232 milliseconds, with an average of 320 milliseconds, which is similar to human response time (opens in a new window) in a conversation. It matches GPT-4 Turbo performance on text in English and code, with significant improvement on text in non-English languages, while also being much faster and 50% cheaper in the API. GPT-4o is especially better at vision and audio understanding compared to existing models.Starting Price: $5.00 / 1M tokens -
26
Arria NLG Studio
Arria NLG
Arria NLG Studio is an Artificial Intelligence (AI) solution developed by Arria NLG for use by companies both in the enterprise market as well as small and medium size businesses. The Arria NLG Studio platform empowers companies to replicate the human process of expertly analyzing and communicating data insights in language humans can quickly understand. Arria’s software is used to generate insights in language such as financial analysists, spotting trends, identifying problems, and forecasting what's likely to happen next. Using Arria's patented NLG technology, the Company has created mulitiple SaaS-based solutions which provide industry specific reports with relevant details, in seconds. This is the next-generation of business intelligence and data reporting platforms. Arria NLG Studio offers API access and can be easily integrated with any software platform. -
27
XpertRule
XpertRule Software
We are a software business, founded by AI and engineering pioneers, that creates exceptional technology, to solve the most complex process challenges. We want to help create more sustainable businesses, with improved performance against all the metrics that matter - cost, quality, delivery and human experience. By deploying our advanced decision intelligence products - viabl.ai and XpertFactory - we allow organisations to harness the power of their two most valuable assets – the expertise of their people and the predictive analytics in their data. In short, we exist to help the world make better decisions. -
28
Yseop
Yseop
Yseop is an international AI software company and one of the early pioneers of natural language generation technology. Its proprietary AI platform, powers enterprise-level customer support, sales and reporting applications. Its highly customizable solutions deliver superior quality analysis and more human-like dialog, resulting in higher levels of customer satisfaction. Headquartered in France, Yseop has operations throughout Europe, the US and Asia. Yseop Compose's Natural Language Generation software empowers data-driven decision-making by explaining insights in a plain English (French, Spanish, etc). Yseop's Savvy is a plug-in for business intelligence dashboards and data visualization software. It adds narrative, automatically explaining what the charts, data and analysis mean in multiple languages. -
29
AX Semantics
AX Semantics
AX Semantics software is intuitive and quickly able to generate all the content needed to keep pace with your business needs. AX software is 100% SaaS – everything is available from your desk via your web browser, no programming or IT departments required. Our self-service with integrated e-learning allows customers to start automating text within 48 hours - nearly 500 customers have already done this successfully. We already work with some of the world’s best known brands on content generation, including Porsche, Deloitte, Mytheresa and Nivea, amongst others. Personalized product descriptions that are tailored to each visitor's behavior and strengthen your customer relationship & the experience on the product detail page. By measuring content at a product level, you can determine the impact of your texts on the company’s success. Analytics and A/B tests help you to improve product detail pages continuously. -
30
Amazon Lex
Amazon
Amazon Lex is a service for building conversational interfaces into any application using voice and text. Amazon Lex provides the advanced deep learning functionalities of automatic speech recognition (ASR) for converting speech to text, and natural language understanding (NLU) to recognize the intent of the text, to enable you to build applications with highly engaging user experiences and lifelike conversational interactions. With Amazon Lex, the same deep learning technologies that power Amazon Alexa are now available to any developer, enabling you to quickly and easily build sophisticated, natural language, conversational bots (“chatbots”). With Amazon Lex, you can build bots to increase contact center productivity, automate simple tasks, and drive operational efficiencies across the enterprise. As a fully managed service, Amazon Lex scales automatically, so you don’t need to worry about managing infrastructure.
Guide to Natural Language Generation Software
Natural language generation (NLG) software is a form of artificial intelligence (AI) technology that enables computers to produce written content in the form of natural-sounding human language. NLG systems are used to automatically generate reports, summaries, replies and other types of text for both business and consumer applications.
At its most basic level, NLG works by taking structured input data (such as tables or graphs) and automatically converting it into plain English text that is easy for humans to understand. To do this, the system uses algorithms trained to recognize patterns in data sets and construct sentences accordingly. In addition, some NLG systems employ natural language processing (NLP) techniques such as machine learning and deep learning to further improve their ability to process complex data sets and generate more natural sounding output.
The primary benefit of NLG software is that it can significantly reduce the amount of time required for manual writing tasks. By automating tedious report writing tasks with an AI system, businesses can save resources while still providing accurate information quickly and efficiently. On top of this, NLG systems can also be used to create personalized customer experiences that would otherwise require a lot more effort from human writers. For example, an ecommerce website could use an NLG system to generate product descriptions tailored specifically to each customer's interests or needs.
Outside of business use cases, NLG technologies are also gaining traction in consumer applications such as gaming and entertainment due to their ability to generate engaging stories with conversational AI bots or virtual assistants like Siri or Alexa. By understanding user intent through natural conversations between a person and the virtual assistant, these systems can extract relevant information from large datasets quickly and provide appropriate responses in real-time without any manual intervention required from developers or writers.
Overall, natural language generation software is a rapidly growing technology with broad potential applications across many industries including healthcare, finance, retailing, news media, etc., leveraging AI & NLP methods for greater efficiency in generating personalized reports/summaries/conversations/etc., with minimal manual effort required by humans.
Features Provided by Natural Language Generation Software
- Text Generation: Natural language generation software can create human-readable text from input data. This feature is often used to generate summaries, reports, and other types of text-based documents.
- Conversational Agents: Natural language processing (NLP) algorithms allow natural language generation software to understand commands and requests in natural language and generate a response accordingly.
- Contextual Processing: NLP algorithms are able to analyze the context of conversations and generate an appropriate response based on the conversation’s tone and intent.
- Data Analysis & Visualization: Natural language generation software can use input datasets to generate visualizations such as graphs, charts, diagrams, etc., allowing users to easily digest large amounts of data quickly.
- Automated Document Creation: By automatically creating documents from templates or instruction sets, natural language generation software can save time and effort spent on manual document creation tasks.
- Text Mining & Summarization: Natural language generation software can mine text documents to extract information and generate summaries of important points or topics.
- Natural Language Understanding: NLP algorithms are able to parse natural language input and understand its meaning, enabling the software to respond appropriately.
What Types of Natural Language Generation Software Are There?
- Natural Language Processing (NLP) Solutions: NLP solutions are designed to analyze and understand natural language, allowing machines to interpret user input. These solutions can be used in various applications such as chatbots or virtual assistants.
- Text-to-Speech (TTS) Solutions: Text-to-speech solutions allow computers to generate speech from text. This technology is often used for applications such as automated customer service and virtual assistant applications.
- Natural Language Generation (NLG) Solutions: NLG solutions are designed to automatically generate text from structured data sources. This technology is widely used in business intelligence, where it enables the generation of reports and other documents from large amounts of data.
- Automatic Summarization Solutions: These solutions allow computers to automatically summarize large amounts of text into a more concise form. They are frequently used in information retrieval tasks such as summarizing news articles or search results.
- Question Answering Systems: Question answering systems allow users to ask questions and receive answers based on an underlying knowledge base or corpus of texts. This technology is widely used in fields such as customer service, medical diagnosis, and legal advice.
Natural Language Generation Software Trends
- Automation of Content Creation: Natural language generation software has become increasingly popular as a tool for automating content creation. It is able to generate high-quality content quickly, which makes it a valuable asset for businesses and writers alike. AI writing software, AI copywriters, chatbots, conversational AI software, AI content generators, and product description generators use natural language generation.
- Enhanced Personalization: Natural language generation software can help customize content to the user’s needs. By analyzing data about the user, the software is able to tailor content based on their preferences and interests. This helps create more engaging experiences for the user.
- Increased Efficiency: With natural language generation software, businesses are able to produce more content in less time. This helps them stay competitive in an ever-evolving market.
- Improved Interactivity: Natural language generation software can be used to create interactive experiences for users. For example, chatbots can use the software to understand and respond to user questions in real time.
- Improved Quality: Natural language generation software can help improve the quality of content by using algorithms and natural language processing techniques to make sure content is accurate, grammatically correct, and free of errors.
- Increased Accessibility: Natural language generation software has the potential to make content more accessible to people of all backgrounds. By allowing users to customize content, the software can help create content that is tailored to each user, regardless of their language or literacy levels.
Natural Language Generation Software Advantages
- Cost Efficiency: Natural language generation software provides cost efficiency by automating the process of writing reports, summaries, and other documents. This eliminates the need to hire an expensive human writer or copywriter, while still producing quality content.
- Time-Saving: Creating natural language documents with NLG software is faster than creating them manually. The software can quickly generate accurate output in less time than it takes for a human to create a similar document from scratch.
- Increased Productivity: By eliminating the need for manual document creation and providing more detailed output, NLG can increase an organization’s productivity and allow more tasks to be completed within less time.
- Consistent Quality: Using natural language generation software ensures that all output is consistent in terms of grammar, spelling, and style. This eliminates the need for staff to spend time correcting mistakes or ensuring uniformity across different documents produced by different writers.
- Flexibility: Many NLG tools are adaptable, allowing organizations to customize their outputs or make changes easily as their needs evolve. Additionally, they can often be integrated into existing systems and processes with minimal effort or disruption.
- Scalability: NLG tools are able to scale up or down depending on the needs of an organization. As an organization grows, they can increase the scope of their outputs without having to source additional writers or staff members.
How to Pick the Right Natural Language Generation Software
Selecting the right natural language generation (NLG) software depends on your specific requirements. Here are some key points to consider:
- Identify Your Goals: Define what you want NLG to accomplish for you and how it should fit into your operations. Consider the types of data that will require analysis, as well as the end-user needs you are trying to address.
- Review the Available Offerings: Look at existing NLG software in terms of features, capabilities, pricing, and performance compared with other offerings. You may also want to assess the customer reviews or consult industry professionals who have experience using a particular tool or tools before making a decision. Make use of the comparison tools above to organize and sort all of the natural language generation software products available.
- Consider Your Budget: Develop an estimate of how much money you can invest in NLG software, as well as any associated costs such as integration and customization services.
- Investigate Potential Partnerships: Look into potential partnerships with companies that already have an existing offering that could be adapted to your specific needs instead of building something from scratch if possible.
- Test Solutions Before Making a Final Decision: Try out different solutions with sample datasets so you can get a feel for each one before committing to purchasing NLG software or signing contracts with vendors.
With these steps in mind, you can evaluate and compare NLG software to decide which is the best fit for your organization.
Who Uses Natural Language Generation Software?
- Marketing Professionals: They use NLG software to create automated content for promotional materials, targeted emails, and websites.
- Researchers: They use NLG software to generate complex reports and summaries from large datasets in seconds.
- Journalists: They use NLG to create stories from data-driven facts and figures.
- Business Analysts: They use NLG software to break down complex numerical information into easy-to-understand visualizations.
- Social Media Managers: They use NLG software to automatically generate posts and tweets from templates or predefined topics.
- Customer Service Representatives: They use NLG technology to respond quickly, accurately, and consistently to customer support inquiries.
- Content Writers: They utilize NLG tools to churn out high volumes of content in rapid timeframes without sacrificing quality.
- Healthcare Professionals: Healthcare professionals can leverage the power of natural language processing (NLP) to help with medical diagnosis tasks by reading patient records more accurately and making better decisions faster than ever before.
- Sales Professionals: They use NLG to produce personalized sales follow-ups and automated emails that can be tailored according to customer profiles.
- Educators: They use NLG software for generating effective lesson plans and study materials based on the student’s level of understanding.
- Financial Advisors: They rely on NLG systems to generate reports, forecasts, and analysis on market trends and customer behavior.
Natural Language Generation Software Pricing
The cost of natural language generation software can vary greatly depending on the scope of your project, the level of sophistication you need and the company you purchase it from. Generally speaking, a basic natural language generation (NLG) system can range in price from $3,000 to $50,000 or more. The higher end NLG systems that offer more complex capabilities and AI-driven insights can cost upwards of $100,000. It's important to factor in future costs as well when considering an NLG system. You may have items such as customization fees, training and implementation fees, maintenance fees for software updates or upgrades, data storage fees and subscription fees if needed. Ultimately, the cost of an NLG system depends on your specific requirements and budget; however, it is possible to find a great NLG solution within most budgets.
What Does Natural Language Generation Software Integrate With?
Natural language generation software can integrate with a variety of other types of software. For example, integration with Natural Language Processing (NLP) tools can provide powerful capabilities to recognize and interpret natural language input from users. Additionally, integration with speech recognition software allows the NLG to understand spoken commands in natural language and respond accordingly. Integration with Machine Learning algorithms can enable the NLG to learn from its past experiences and improve over time. Finally, integration with Knowledge Graphs provides an organized repository of information that a NLG can use to generate content that is accurate and relevant to the user’s query. By integrating these various types of software together, NLGs are able to create intelligent responses to users quickly while remaining accurate and reliable.