Problem

In labs, hands are full and the data is scattered, so reagent details drift from reality easily.

Results are hard to reproduce.

Mistakes surface too late.

Audits become a scramble.

Solution

A live trail, kept true.

Multi-source capture, with minimal manual effort.

Outcome

Every source feeds one record.

Drift is flagged in real time.

Full provenance, by default.