ScroLabs is the R&D surface of ScroBits: experiments, field evaluations and engineering notes for systems that connect models to enterprise workflows, cameras, sensors, maps and machines.
A reference-free evaluation harness for grounded domain assistants when you cannot label 10,000 question-answer pairs before go-live.
Read noteHow to detect policy drift and version conflicts in grounded assistants before a stale clause reaches the operator as the authoritative answer.
Read noteTEsting
Read noteHow character recognition on licence plates degrades under rain, mud and glare in Indian conditions, and the protocol we plan to test against it.
Read noteHow to tell accelerometer drift from early bearing wear in low-frequency vibration telemetry, before false alerts erode operator trust.
Read noteBring a camera, sensor, dataset, workflow or operating constraint. We will decide whether it belongs in a focused research pilot or a production diagnostic.