Text classification
Analyse text and assign it to one predefined category or to multiple categories at the same time, according to the logic of the target system.
DituelAI lets you add AI capabilities directly to existing applications, CMS platforms, portals and business processes. You can implement a single module, build an entire AI workflow or create a tailor-made solution with us from the ground up.
These capabilities can be implemented separately or combined into a workflow tailored to the client’s application. The DituelAI integration layer brings AI directly into the environment where the user already works.
Analyse text and assign it to one predefined category or to multiple categories at the same time, according to the logic of the target system.
Evaluate comments, forum posts, messages and other short-form content before publication or as support for human moderators.
Automatically translate content directly within an existing publishing or application workflow.
Generate tags and metadata from content to support search, organisation and publishing.
Generate headline variants tailored to the material, its context and the character of the publication.
Create shorter versions of text, summaries and leads from longer source material.
Analyse the article currently being written and automatically recommend the most relevant existing content from the client’s archive or website for the editor to use while preparing the publication.
Based on the content and context of the article being written, DituelAI recommends matching photos and graphics from the client’s previously indexed image library.
Search the client’s indexed image library using descriptive queries and context, making it easier to find the right visual assets without manually browsing the archive.
Automatically create descriptions of photos and graphics for editorial systems, catalogues or accessibility workflows.
Analyse video content and produce a concise description of its content and key information.
A complete audio-description pipeline for video: visual and timeline analysis, generation of descriptive narration, speech synthesis, and creation of a time-aligned audio track ready to be used with the video.
Automatically generate video subtitles in formats used by portals, media players and end-user devices.
Real-time transcription of live streams, enabling editors to find relevant quotes and use them when creating articles.
If the capability you need is not listed here, we can design a new module and integrate it with your existing system.
In media workflows, individual modules can be combined into one process: from live transmission and transcription, through content analysis, to editorial assistance and publication.
A live stream, video file, image or text is sent to DituelAI.
The required modules are activated: transcription, classification, image/video description, moderation or translation.
The system can suggest a headline, lead, summary, tags, selected quotes, related articles and images from the client’s own assets.
Processed data is returned to the CMS, player or application in the format required by the workflow.

No. DituelAI is designed to integrate AI capabilities into your existing environment — an application, CMS, portal, backend or content-processing workflow.
Yes. You can start, for example, with comment moderation, content classification or video subtitles and extend the integration later.
No. Media is an area where we already have many ready-made capabilities, but the integration mechanism can also be used to build AI solutions for other applications and business processes.
Ready-made formats include VTT, SRT and SMI.
We can use one of the ready-made DituelAI modules or design an entirely new capability together — based on your ideas, needs and business processes.