· Kevin Bolger · AI & Data
Linking Instrument Files to LIMS Records
The raw file exists. The LIMS record exists. Connecting them is the work that makes both useful.
Tag: Life Sciences
· Shannon Alliance · Life SciencesA LIMS Migration Blueprint: Transitioning a High-Throughput Genomics Lab from Legacy LabVantage to Cloud-Native QBench
How a high-throughput genomics lab moved from a self-hosted LabVantage and Oracle stack to QBench with zero downtime, five-figure annual savings, and CAP/CLIA-validated reporting.
· Gary O'Keeffe · AI & DataWarehouse, Lakehouse, or Search Index?
Three architectures for making lab data queryable. Which one fits depends on what questions you're asking.
· Shannon Alliance · Life SciencesProductizing LIMS Data Transfer Agreements: How Regulated Labs Stop Burning Engineering Hours on Custom Exports
Treat client data transfer agreements as a priced menu, so custom LIMS exports stop consuming unpaid engineering time.
· Shannon Alliance · AI & DataIs Your Lab Data AI-Ready?
A practical checklist for life science teams. When AI projects stall, the data is often the reason, not the model.
· Gary O'Keeffe · AI & DataWhere Dark Data Hides in a Lab
Dark data tends to hide in the same few places. Here's where to look and how to find it in a week.
· Shannon Alliance · Life SciencesFrom Dark Data to Daily Insights: How BigQuery Transformed a Digital Pathology Lab
A digital pathology partner needed a regular count of samples stained with a given assay, and which analysis was paired with it. The answer lived in three systems.
· Gary O'Keeffe · Life SciencesR versus Python for Bioinformatics Research
When a Bioinformatics researcher starts a new project, one of the first significant Computer Science decisions they need to make is picking a programming language.The R and Python programming language