Menu prediction for commercial kitchens
Large amounts of food waste are a societal problem. Valuable resources go to organic waste every day because it is difficult to predict demand for individual dishes. The factors influencing customer choice are manifold and difficult to depict by classical statistics.
unikin's software is able to incorporate many relevant parameters into the prediction (e.g. weather, holidays, age structure, previous day demand, etc). Currently, the model is in the testing phase. Initial results promise more environmental sustainability and financial savings.
ChemPX - smarter pricing for chemical products
AI-empowered pricing solutions for chemical products that smarten up your pricing! Our solutions are focused on pricing optimization for business owner in the chemical industry. The new Deep-Learning algorithms are designed to deliver product-specific pricing frames. We build on hyperparameter optimization considering price and cost elacitities modules. ChemPX allows an easy and rapid implementation of software tools that are adaptive and deliver immediate results. Visit ChemPX's website
AI controlled air conditioning
Classic controls of heating and cooling systems take into account the current and past temperatures (inside, outside, heating circuit). These are reported by sensors to the control system, which decides whether and what to heat or cool.
Predictive values, such as the weather and habits of the house inhabitants (when to shower, air, etc.), are processed only indirectly. unikin's AI takes into account the course of the sensor values as well as the weather forecast to control existing traditional controls. The longer unikin is in use, the more efficient air conditioning becomes.
Stock market price prediction
Enormous financial gains can be made by correctly predicting stock market prices. However, so can enormous losses. Attempts to predict prices based only on past price data are of limited help. But what do stock market prices depend on? Possibly from news and social media postings. The implementation of a suitable forecasting model has been the founding idea of unikin.