Clients
Use Cases
Client
Use Case
Explainable AI for combating fake news
Industry
Media
Project funded by:

Our Role
The solution is deployed on Google Cloud.
Key
Situation
For its part, the Ministry of Foreign Affairs, European Union and Cooperation, deems that lies and misinformation represent “a global threat to freedoms and for democracy” that has worsened due to social networks and the fact that “in recent years the flow of information and disinformation has accelerated”, as shown with the COVID pandemic. A reality that worsens when you take into account studies that point to the fact that eight out of every ten Spaniards have difficulties distinguishing between false and true news.
Solution
To detect whether a news item is fake or not, each news text goes through a sequence of artificial intelligence processes with deep learning that treat the text in a cascade system of steps (categorisation and labelling, semantic vectorisation / embedding, searching for similarities, inference, classification), which finally determines its reliability.
All of these processes also follow a parallel explainable artificial intelligence (XAI) processing in order to maintain transparency and trust in the process followed by our FND tool.
Client
They group, classify and narrow down all of the urbanistic information and present it in a simple and updated way.
Use Case
Automation of the day-to-day extraction process of official bulletins for urban planning regulatory changes in Spain.
Industry
Digitally Native – Services Company
Our Role
Key
Situation
Solution
The system that has been developed is deployed on Google Cloud with daily processing using serverless and parallel techniques. It is capable of simultaneously processing an undefined number of documents, obtaining the result in just a few minutes and at a highly optimised cost.
The result is delivered to the client in a JSON that the client integrated into their systems and is presented in a dashboard.
Client
Use Case
Regulatory radar to automate the daily process of searching for regulations in the approval phase in official bodies and social networks on a European, national, regional and provincial level.
Industry
Services
Our Role
Key
Situation
Solution
The relevant information is downloaded and our own NLP techniques are used to perform the scraping, select information, crop, filter, add and classify it be sectors. The result is presented in a dashboard in which each user can view the relevant information to them.
The user also has the option of filtering the information at the top of the dashboard and the option of setting alerts to be communicated by email.
The system is multilingual.
Client
Use Case
Deep Learning to detect the lack of oxygen saturation in the blood using a mobile device.
Industry
Healthcare
Our Role
Key
Situation
Solution
The solution has been recognised for its social and ethical impact, among others.