Leads technical strategy and R&D execution, designing efficient model architectures and turning research into robust production systems.
Théo Hubert Co-founder & CTO
The future of AI isn't about size it's about efficiency
We believe in frugal, sovereign, and decentralized artificial intelligence. An AI that does more with less
Our Manifesto
For a decade, the tech industry has been locked in a race for gigantism. This quest for increasingly massive models has hit an ecological and economic dead-end. At AlphaEdge, we have chosen a different path: precision. We are convinced that intelligence is not measured by billions of parameters, but by the ability to solve a specific problem with minimal resources.
Through our proprietary ELM (Efficient Language Model) architecture, we prove that it is possible to learn better rather than more. Our philosophy was born from the constraints of embedded systems to serve industrial excellence. We aren't building a generalist AI that does everything passably; we build expert AIs that excel in your specific field.
Lower latency, lower power, lower dependency. More control, more explainability, and more accessibility.
That is Frugal AI.
The core advantages of Frugal AI
1. Lower Operating Cost (TCO)
We replace bloated generic models with chains of specialized, lightweight models. This drastically reduces the required compute power and, consequently, your infrastructure costs and energy consumption.
Concrete example:
Instead of using an expensive cloud GPU server to analyze administrative documents, our model runs directly on the CPU of your existing office computers, cutting your operating costs by 10x.
2. Real-time performance
By processing data at the source (On-Device), we eliminate the latency caused by round trips to remote servers. Our models offer immediate responsiveness, which is essential for mission-critical processes.
Concrete example:
On an industrial production line, our AI detects a manufacturing defect in milliseconds and rejects the part instantly, whereas a cloud solution would suffer from latency, leading to sorting errors.
3. Seamless deployment (100% sovereign)
Our solutions are designed to integrate into your current infrastructure without complex architectures. They run locally, ensuring your data never leaves your environment (total sovereignty).
Concrete example:
For an isolated or highly secure logistics site, we deploy the model on a single local server.
4. Sovereign & AI Act compliant
The opacity of massive black box models poses legal and ethical risks. Our mastered architectures allow for total control and native auditability, simplifying your compliance with European regulations.
Concrete example:
a healthcare facility handles ultra-sensitive patient data. Thanks to our auditable model, the hospital guarantees GDPR and AI Act compliance because the algorithmic decision is traceable and data never leaves the internal network.
5. Ready for constrained environments
Our models are built for physical constraints. They adapt to low-power processors and limited memory, bringing AI to environments previously inaccessible to traditional digital tools.
Concrete example:
An agricultural robot in a white zone (no connectivity) must identify weeds with precision. Our embedded AI, running directly on the robot's hardware, makes decisions in total autonomy without needing 4G or Wi-Fi.
6. Energy-Efficient with positive ESG impact
By reducing computational intensity, we transform AI from a carbon cost center into a decarbonization lever. It is a concrete response to sustainability challenges and corporate ESG reporting requirements.
Concrete example:
A company replaces its API calls to energy-intensive models with our local solution. It reduces its AI-related energy consumption by 80%, integrating this performance directly into its annual ESG report.
The alliance of
Research & Business
AlphaEdge is driven by a founding duo combining cutting-edge technical expertise, operational rigor, and brand strategy. This synergy allows our team to bridge the gap between visionary research and industrial excellence.
Drives business operations and strategic partnerships, ensuring AlphaEdge solutions create measurable industrial value for clients.
Fabien Fasson Co-founder & CEO
Shapes brand positioning and go-to-market communication, translating complex AI capabilities into clear and compelling value propositions.
Célia Viejo CMO
Full mastery of the value chain
Model Compression
Using advanced compression techniques, we maximize complex models into lightweight, high-speed architectures. This drastically reduces memory footprint and computational costs while maintaining peak performance.
Synthetic Data
We solve data scarcity by generating high-fidelity synthetic datasets. Custom-tailored to your specific use cases, these perfectly labeled assets ensure your models are trained on diverse, robust data while bypassing privacy constraints and collection bottlenecks.
Embedded & Edge
We bring AI to the field by optimizing for high hardware constraints. Our expertise ensures real-time responsiveness directly on-device, bridging the gap between sophisticated neural networks and restricted environments like sensors or industrial hardware.