Artificial intelligence can support companies in far more ways than simply through separate tools or chatbots. DituelAI enables AI capabilities to be integrated directly into existing applications, CMS platforms, websites and business processes.

The solution can include both ready-made AI modules and functionality designed specifically for a particular system, process or business idea.

As a result, users do not need to change the way they work or switch between external tools. AI can operate directly inside the applications and systems they already use every day.

AI as part of your existing system

DituelAI is designed primarily as an integration layer between artificial intelligence and the client’s existing software environment.

We can integrate a single AI capability or build a more advanced workflow that combines several AI mechanisms. Integration may involve web applications, CMS platforms, editorial systems, portals, databases, media archives and other business systems.

We are not limited to a fixed catalogue of predefined features. If a client has a specific idea for using AI, we can design a dedicated solution around their data, applications and processes.

Selected DituelAI capabilities

Below are selected examples of the AI capabilities that can be integrated with DituelAI. The scope of a project can be much broader and is always adapted to the client’s needs.

• Text classification – automatic assignment of content to one or multiple predefined categories;
• Content moderation – analysis of comments, forum posts and other short-form content before publication or as support for human moderators;
• Translation – automatic translation of content into foreign languages directly within an existing publishing or application workflow;
• Tag, headline, lead and summary generation – support for editorial teams and automation of content preparation;
• Related article recommendations – analysis of the article currently being created and identification of the most relevant content from the client’s archive or website;
• Image recommendations for articles – selection of photos and graphics from the client’s previously indexed image library based on the content and context of the article;
• Intelligent image search – semantic search across an indexed image repository using descriptive queries and context;
• Automatic image description – analysis of images and graphics and generation of meaningful descriptions;
• Video analysis and summarisation – preparation of concise descriptions and summaries of video content;
• Subtitle generation – automatic creation of subtitles for video content, including formats such as VTT, SRT and SMI;
• End-to-end audio description generation – a complete process including video analysis, generation of descriptive narration, speech synthesis and creation of a time-aligned audio track;
• Live stream transcription – speech-to-text processing during live broadcasts, enabling editors to search for specific statements and use them when creating articles;
• Custom AI capabilities – functionality designed around a specific client need, dataset, workflow or application.

These are only selected examples. DituelAI is not a closed catalogue of predefined functions. We can also design and integrate many other AI capabilities tailored to a particular application, system or business process.

AI for CMS platforms and editorial workflows

One of the areas where AI integration can deliver particularly visible benefits is content management, publishing and editorial work.

An editor preparing an article can receive suggested headlines, leads and tags, recommendations of related publications and images matched to the article currently being created. In the case of video content, the same workflow can also include transcription, subtitle generation, summarisation and audio description.

Because the AI functionality is integrated directly into the client’s CMS or application, users do not need to copy content between multiple external tools.

Recommendations based on the client’s own content

AI does not have to be used only to generate new content. It can also help organisations make better use of the information and digital assets they already own.

For example, a client may have an archive containing thousands or hundreds of thousands of images. Once that collection has been indexed, DituelAI can enable intelligent image search based on actual content and meaning, rather than only on file names or manually assigned keywords.

The same approach can be applied to article archives and other content repositories. While an editor is working on a new article, the system can automatically recommend relevant existing publications or images from the client’s own resources.

AI for text, images, video and live content

DituelAI can work with different types of content and combine them within a single process.

Text can be classified, moderated, translated, summarised or enriched with metadata. Images can be described, searched and recommended. Video can be analysed, summarised and supplemented with subtitles or audio description. Live streams can be transcribed and turned into searchable material that supports editorial work.

These capabilities can be implemented separately or combined into one integrated workflow.

Custom AI solutions

Every organisation has different systems, datasets and processes. For this reason, AI integration does not have to mean deploying the same set of functions for every client.

A project may start with a single capability, such as comment moderation, automatic subtitle generation or image search, and later be extended with additional modules.

It can also start from a completely different direction: a specific business problem, an inefficient process or an idea for a new service. We can then analyse the use case and design an AI-based solution specifically for that scenario.

The DituelAI functionality presented above should therefore be treated as examples of what is already possible, not as a limitation on what can be built.

Let’s talk about your needs

If you are considering how artificial intelligence could support your application, CMS platform or business process, we can help you assess the available options.

You do not need to have a complete technical specification. We can start with a problem you want to solve, a process you want to improve or simply an idea for using AI in your organisation.

DituelAI can use ready-made modules or become the foundation of a solution designed specifically for your company.

More information about DituelAI capabilities is available at dituel.ai.