The advent of combinatorial methods of molecular discovery places new demands on analytical data collection and information handling. New high throughput spectroscopic and chromatographic techniques are being developed and only the most automatable analytical measurements will be made in this environment. There are unmet needs for new methods of automated spectral interpretation and information display.