Adagos

Adagos is a French artificial intelligence company in Toulouse. It makes NeurEco, software that builds digital twins from small datasets. These twins predict, optimise and monitor systems in real time.

Adagos was founded in 2011 as a spin-off from the Institute of Mathematics of Toulouse. Three researchers started it. The company is owned by its founders and co-workers. The idea was to apply a maths tool for finding the best structures to artificial intelligence, and so design neural networks that are very small. The company says this brings gains in system availability and performance.

NeurEco builds compact models that follow the physics of a system. The company says the models can be 1000 times smaller. The software searches for the best model design on its own. The models can run on existing hardware and be updated through software, with no hardware redesign.

NeurEco can learn from simulation results such as CAE, FEA and CFD, or from planned experiments. It helps choose the most useful experiments so users can build a good model with little data. Models support real-time control, virtual sensing and decision support. Anomaly detection and predictive maintenance work by watching the gap between the real system and its digital twin.

Adagos says NeurEco is made for physical phenomena and is not meant for tasks such as language processing. Its tools include NeurEco Dynamic and NeurEco PFS, which stands for Parametric Frequency Sweep. A free trial and online documentation are available.

Partners shown include Retrofleet, DGA and Videsco.

Services

• NeurEco software
• Digital twins
• NeurEco Dynamic
• NeurEco PFS
• Anomaly detection
• Predictive maintenance
• Embedded AI models
• Free trial