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In forensic and evidence-sensitive analysis, a documentation gap can weaken review, audit, and defensibility.

In the high-stakes world of cannabis laboratory operations, compliance is often treated as a checkbox, but reviewable sample tracking is the stronger operating model.

Legacy Laboratory Information Management Systems (LIMS) can become technical debt when records, evidence, and review context split across tools.

Traditional relational databases are no longer sufficient for high-assurance laboratories. Here is how we model cryptographically assisted provenance graphs inside PostgreSQL.