Chromatography software Peakintelligence™

data analysisdata processingAI

Liquid chromatography is now an indispensable analytical technique used in pharmaceutical, food, and a wide variety of other industries. In these industries, there is a need for efficient data analysis methods that are not user-dependent. Peakintelligence for LC software includes AI algorithm* that was developed by learning expert peak integration skills. That enables peak integration on par with that of an experienced user without configuring/adjusting parameter settings, which reduces data analysis times by approximately 75 %. Consequently, it makes data analysis results less dependent on specific personnel, inhibits arbitrary changes to data during manual peak integration, and provides more efficient data processing workflows. Features The AI was trained with examples of peak integration by experienced users, eliminating the need to adjust parameters. The AI assists with the detection of chromatogram peaks and provides data analysis on par with that of an experienced user. Further, incorrect peak detection results can be minimized and even small peaks can be detected correctly. Peakintelligence for LC enables peak integration on par with that of an experienced user without configuring/adjusting parameter settings, which prevents human errors and arbitrary changes to data Analyzing complex samples with multiple target components involves analyzing a mixture of various large and small peaks from the principal components and impurities contained in samples. Due to the difficulty of adjusting peak integration parameter settings, peak integration results for peaks that were not detected correctly must be corrected manually, which is extremely time-consuming.