Data lakes enable more effective data integration and analysis, which are critical for advancing catalytic research. By consolidating data from various sources into a single repository, researchers can more easily identify trends, correlations, and anomalies. This can lead to new insights and accelerate the discovery of novel catalysts and reaction mechanisms.