Re-architecting how
visual data works
Visual data still behaves like a fixed object. The world now needs it to be dynamic, selective and intelligent.
Re-architecting how visual data works
Visual data still behaves like a fixed object. The world now needs it to be dynamic, selective and intelligent.
A structural shift in how visual data works for both humans and machines
Visual data is everywhere.
It powers how we watch, design and interact, and how machines and AI perceive and act on the world.
But the way visual data is structured has barely changed.
It still behaves like a static file.
Designed for human perception. Not machine consumption.
That model works for playback.
But it breaks under the demands of AI and modern infrastructure.
The challenge was never just compression. It was architecture.
“
This is our story.
We are not here to optimize yesterday’s formats.
We are here to redefine how visual data behaves in a world where intelligence is everywhere.
From static files to dynamic systems.
From pixels to purpose.”
Guido Meardi
CEO, V-Nova
Making AI systems more efficient
AI systems rarely need an entire frame to perform a task.
When an autonomous system needs to read a road sign, it should not have to decompress an entire video frame to access a few pixels of information.
When a medical imaging system searches for anomalies, it should be able to retrieve only the relevant regions of an image.
When generative AI pipelines process large visual datasets, they should not be forced to move and decode unnecessary data.
Hierarchical visual data makes this possible by allowing systems to access only the information they need, when they need it.
As AI infrastructure scales, the efficiency of how visual data moves through systems becomes as important as the models themselves.
“This is our story
We are not here to optimize yesterday’s formats.
We are here to redefine how visual data behaves in a world where intelligence is everywhere.
From static files to dynamic systems.
From pixels to purpose.”
Guido Meardi
CEO, V-Nova
VISUAL DATA USED TO BE A FILE.
NOW IT IS AN API.
Our approach
At V-Nova, we reorganise visual data into a hierarchical structure, where each layer carries structured, meaningful information.
Instead of forcing every system to process everything, our data architecture allows people, devices, networks and AI systems to access only what they need, when they need it.
As an architectural layer, it works within existing systems and infrastructure rather than replacing them.
Our visual data is:
- Selective rather than monolithic
- Multi-use rather than single-purpose
- Efficient across networks, devices and compute
- Native to AI, not retrofitted into it.
The result is less bandwidth, less compute, less energy, and more intelligence.
Built to last
10+
years of deep research and real-world deployment
100+
people across engineering, research and product
1,500+
patents protecting hierarchical visual data processing
Our technologies are embedded in international standards including MPEG-5 LCEVC and SMPTE VC-6, and deployed in commercial systems worldwide. MPEG-5 LCEVC is mandated as part of Brazil’s next-generation DTV+ (TV 3.0) broadcast system and included in ATSC 3.0 in the United States.
We have also contributed to the development of multiple industry standards across video and media infrastructure.
V-Nova holds key patents across core video compression and visual data processing technologies.
Long-term solutions require long-term thinking.
Explore more
Explore how the architecture moves from concept to real-world applications. See how its capabilities address practical challenges across video workflows.
Understand where the technology delivers efficiency, quality, and scalability.
Discover what this architecture makes possible in the real world.
See how this architecture is applied
Get to know the people driving V-Nova’s technology forward. Meet the experts bringing diverse skills and perspectives to every challenge.
Discover the passion and experience behind our solutions.
See the team making the next generation of video technology possible.
Explore the people, culture, and ideas that shape V-Nova. See what it means to work alongside innovators solving complex challenges.
Discover the environment where technology, creativity, and collaboration come together.
Get a closer look at life behind the innovation.