Major Steps in Discovery Stage Target generation and selection Development Method set-up Method validation Technique assesment Assay development and validation Automation Optimization Compound Library High throughput screens Combinatorial chemistry Library chemistry Natural products Lead confirmation and chemistry Preliminary PK investigation SAR In vivo functional tests