Providing on-line non-downloadable software for data aggregation for identifying patterns in patient reported and biological data, integrating multi-omic datasets, biomarker discovery, and precision medicine applications; Research in the field of artificial intelligence (AI); Artificial intelligence as a service (AIAAS) services featuring software using artificial intelligence (AI) for biological data analysis, machine learning, and predictive modeling to identify biomarkers and their roles in neurodevelopmental, immune-mediated, gastrointestinal, metabolic, and mitochondrial disorders, use of proprietary algorithms and predictive modeling to process multimodal data inputs, patient survey data, clinical observations, laboratory values, patient-reported outcomes, and scientific literature to assign individuals to biologically personalized profiles based on multidimensional health characteristics; Platform as a service (PAAS) featuring computer software platforms for integrating diverse biological datasets, systems biology framework modeling, identifying co-occurring medical conditions, subtype classifications, personalized intervention guidance and predictive analytics, use of proprietary algorithms and predictive modeling to process multimodal data inputs, patient survey data, clinical observations, laboratory values, patient-reported outcomes, and scientific literature to assign individuals to biologically personalized profiles based on multidimensional health characteristics.

Medical analysis services relating to the treatment of patients; Medical information; Providing personalized healthcare and medical information in the nature of immune dysfunction, metabolic dysregulation, mitochondrial function, and gastrointestinal health; Medical consultations