· Kevin Bolger · AI & Data
Linking Instrument Files to LIMS Records
The raw file exists. The LIMS record exists. Connecting them is where most labs get stuck.
AI & Data
· 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.
· Gary O'Keeffe · AI & DataConnecting Gemini to Your Lab Data
Gemini in Workspace and Gemini Enterprise are different products with different capabilities. Here's what you can actually connect.
· Kevin Bolger · AI & DataMicrosoft 365 Copilot and Lab Data
Copilot already sees your SharePoint. Getting it to see your LIMS and instrument data is a different problem.
· Kevin Bolger · AI & DataHow to Connect ChatGPT Enterprise to Internal Lab Data
ChatGPT Enterprise supports custom MCP apps. Here's how to connect it to lab data with proper controls.
· Gary O'Keeffe · AI & DataHow to Connect Claude Enterprise to Your Internal Lab Data
Claude runs in Anthropic's cloud. Your LIMS and file shares don't. Here are the secure options that exist today.
· Shannon Alliance · AI & DataIs Your Lab Data AI-Ready?
A practical checklist for life science teams. Most AI projects stall not because the models are wrong, but because the data is unfindable.
· Gary O'Keeffe · AI & DataWhere Dark Data Hides in a Lab
Most labs have more dark data than they realize. Here's where to look and how to find it in a week.