Case Study: Major US Pharma Organization achieves rapid, centralized, automated flow cytometry analysis with Dotmatics Luma Flow Cytometry Workflow

Modernizing Flow Cytometry Analysis to Accelerate Oncology R&D Innovation

Major US Pharma Organization faced slow, subjective, and error-prone flow cytometry data acquisition and preparation that impeded oncology R&D collaboration and analysis. To modernize instrument-to-insight workflows the team adopted Dotmatics’ Luma Flow Cytometry Workflow—including Luma Lab Connect for automated uploads and the cloud analysis platform OMIQ—to replace manual scripts, fragmented file stores, and laborious tagging.

Dotmatics implemented an automated parsing and cloud-storage solution that centralized files, added intelligent tagging and metadata capture, and enabled ML-driven autogating and integrated analysis in OMIQ. The rollout took under 10 hours to deploy the parsing environment and connected five instruments and 20 users within one week, saving multiple hours per scientist per week while improving cross-site sharing, auditability, and access to deeper analyses.