profiling, and data processing using bioinformatics pipelines. AIS Biotech also assembles proof-of-concept prototypes, validates protocols, and prepares technical documentation for discovery and preclinical studies. Engagements typically cover project scoping, experimental design, execution, and reporting for pharmaceutical, medtech, and academic teams. Training and consulting services help clients implement new workflows and scale laboratory operations.