One of the most important challenges of humanity is to supply healthy food for the growing population. In order to supply enough meat, intensive animal growing is carried out world-wide. These technologies, however, involve several risks, for example broiler chickens produced for their meet in closed rearing houses, often suffer bacterial infections, which is the major cause of the high mortality in chicken farming. In the past, these animals were feed with antibiotic containing feedstuff for prevention. In the European Union antibiotics can only be added to animals after diagnosis by a veterinarian. The incontrovertible proof of bacterial infection may take 24 to 48 hours by techniques applied today. Our objective is to commercialize a Veterinary Decision Support System (RAID), which is able to detect bacterial infection within 3 hours at affordable cost in poultry (mainly Broiler chicken) farming.