The time is right for a paradigm shift in biomedical research data analysis software. Legacy software generates silos of expertise, processes and data. Reproducibility is compromised. Collaboration is difficult. Institutional knowledge is lost. Transparency across the R&D enterprise is non-existent. Stakeholder alignment suffers. Decisions take longer. Transforming this pain is MassMatrix’s mission. Deploying and delivering off-the-shelf and custom biodata analysis workflows via its cloud platform (mmCloud) that illuminates the R&D enterprise and accelerates business.