We recently presented Mosaic Factor at an event hosted by the Barcelona Supercomputing Center AI Factory at Pier 07 – Tech Barcelona, where we joined a group of startups, innovators, and members of the Tech Barcelona ecosystem.
This moment marks more than just a presentation: it reflects our next step as a company. We have joined the AI Factory incubation program with a clear objective: to expand our work into the healthcare sector.
Over the next six months, we will contribute within the AI Factory, where we will have access to office space, technical resources, and a strong network within the Tech Barcelona ecosystem. One of the key reasons for joining is the opportunity to engage with the healthcare cluster and better understand the real-world challenges in this space.
Our pitch at BSC AI Factory incubator
The event gave us an opportunity to share what we are building, exchange ideas with other teams, and engage with the local AI community. Our team was represented by Stefano Persi, our CEO, José Fernández (CTO), Andrea Santiago (Financial Controller) and Joan Sampablo, our Head of Sales.
In our pitch, we focused on a core idea that drives our work at Mosaic Factor: AI should not only perform well in controlled environments, it needs to work reliably in real-world conditions where constraints are unavoidable.
The problem we are solving
Across industries such as automotive and manufacturing, AI failures can lead to serious consequences:
- safety risks,
- financial losses,
- and privacy issues.
These everyday risks are just as relevant in healthcare. By focusing on reliability and practical solutions, our approach is designed to help organizations navigate these challenges and deliver trustworthy AI solutions.
From Cloud to Real Environments
A big part of our work focuses on closing the gap between AI in the cloud and AI in production environments. In many cases, AI models are developed in powerful cloud environments but need to run in places where resources are limited such as: vehicles, embedded systems, or microchips. In these environments, compute power and energy usage are constrained, but performance still needs to remain high.
We focus on optimising AI systems so they can operate efficiently under these conditions without losing reliability.
How We Work
At Mosaic Factor, we both create AI solutions to solve specific client problems and enhance existing AI systems to ensure they perform reliably. This dual approach lets us move quickly into new sectors like healthcare, where understanding the challenge and maintaining dependable performance are equally critical.
Looking ahead
Joining the AI Factory programme is an important step in our move into healthcare. Through this programme, we aim to connect with partners, explore real use cases, and better understand the specific challenges of the sector.
Our goal is to apply what we have learned in other industries to build AI solutions that a practical, reliable, and ready for real-world healthcare environments. Presenting at the event was our first step in that direction.