SYSTEMS LAB
The Systems Lab is where DataGrub turns early ideas into bounded experiments. Each concept begins with synthetic data, explicit assumptions, and a clear decision about whether it belongs on this site or in its own secure deployment.
STAGE MODEL
Define the decision, users, assumptions, and evidence needed.
Test the workflow with synthetic content and no sensitive data.
Add controlled access, telemetry, and a dedicated test environment.
Move to customer-approved infrastructure with formal controls and ownership.
CURRENT EXPERIMENTS
A local-first reference architecture for testing orchestration, observability, model portability, and controlled deployment.
A requirements-led concept for intake, document handling, work queues, and reporting. No customer workflow is assumed until discovery is complete.
A deployment baseline that separates application controls from Render, Nginx, containers, or a future customer platform.
SEPARATION GATE
An experiment moves into its own repository and deployment when it needs any of these:
