Our services
Targeted interventions to advance embedded projects.
We offer short or in-depth interventions depending on the maturity of the project, from initial framing to the recovery of systems already in difficulty.
Embedded AI audit
Technical analysis of an existing system, its architecture, its field constraints, its performance limits and correction priorities.
Dataset/collection/annotation strategy
Definition of the right collection strategy, structuring of data, annotation rules and improvement of the consistency of datasets.
Training / fine-tuning
Model adjustment, controlled experimentation, pipeline tuning and improvement of the real-world behavior of vision systems.
Optimization for on-board target
Adaptation to calculation, latency, memory, energy and real-time constraints on the selected hardware target.
Resumption of project in difficulty
Intervention on blocked or degraded projects to identify the real causes, restore the method and find an industrializable trajectory.