Automated Content Creation
NLG to create powerful content
Data becomes content
Natural language generation (NLG) is a form of AI content creation that turns structured datasets into usable, readable content that can be published confidently. It’s best used to create short-form content that conveys specific data-driven information. Think of these as content blurbs that are populated automatically with the correct information.
Concepts become words
A content creation machine using natural language generation makes automated decisions to combine data with words. It presents data in human language, choosing from a range of contextual templates. Data is automatically inserted in the right places, so that the concepts it expresses are conveyed in words.
Specific content creation
Natural language generation is best suited to specific types of content creation, and a variety of machine learning content can be generated with grammatical precision. NLG trains a content creation machine by feeding it volumes of copy written by humans, creating a statistical content creation model using machine learning technology.
AI content creation
The power of the machine learning content that NLG produces is that it presents data in natural language summaries, not graphs or lists, making it easier for people to access the information. AI technology also allows the content creation machine to analyze the data before turning it into content.
Types of machine learning content
Using flexible information definition templates and the latest in machine learning technology, all kinds of content creation becomes possible. An intelligent content creation machine can efficiently generate:
- Rich content snippets
- Product/hotel descriptions
- Metadata creation
- Fitness data
- Profit–loss summaries
- Sports game recaps
Machine learning content benefits
1. Huge productivity improvements
The automation of machine learning content creation exponentially increases the amount of copy you can produce in a given timeframe.
3. Targeted content creation
Machine learning content is a way to create targeted and personalized content for different demographics to meet specific customer needs.
5. Reduced content costs
Using a content creation machine to create repetitive copy reduces the need for human resources, significantly cutting content creation costs.
2. Speedy content creation
By simply providing datasets for the content creation machine, you can automatically generate content at higher speeds than ever before.
4 - Machines adapt automatically
Machine learning content removes the need for human intervention. The AI can make changes in response to data feedback.
6. Powerful analytical feedback
AI content creation uses analytics and machine learning to inform smart content that can adapt to meet your strategic aims.
Why Key Content?
We’re a best-in-class content agency, focusing on high-volume, high-quality, multilingual e-commerce content.
We use an intelligent, efficient process to produce high-quality machine learning content: