Constrained workflows because
of inflexible software.

Limited or restricted access to collective research result throughout the research process.

Excessive time consumed by
manual data processing.

Countless and convoluted Excels files complicate the process of finding data for aggregated analyses and are difficult to share among users.

Insufficient data quality

Delayed notifications
on project results.

Rigid software solutions that restricts scientists from using their preferred tools for data analysis.