Concept Library

These concepts are the shared vocabulary behind every recommendation, checklist, and pilot decision.

Assessment

A structured investigation of workflow behavior used to identify risk, define priorities, and establish evidence-based next actions.

Audit

A formal review process that verifies whether records, controls, and outcomes are complete, consistent, and defensible.

Chain of Custody

A continuous record of sample ownership, handling, and state transitions from collection through final disposition.

Compliance

The practical alignment of process behavior, documentation, and controls with applicable obligations.

Data Trust

The degree to which data can be used with confidence for operational and scientific decisions.

Integration

The deliberate design of data and process connections so information flows reliably across systems and teams.

Migration

A controlled transition of data, process logic, or workflow ownership from one operating model to another.

Playbook

A concise set of repeatable steps that turns hard-won lessons into consistent execution.

Portability

The practical ability to move data and workflows without unacceptable loss of fidelity, context, or control.

Provenance

The metadata and event history that explain where information came from and how it changed over time.

Uncertainty

The recognized limits of confidence in measurements, workflows, and interpretations.

Vendor Risk

The likelihood that external platform dependencies constrain flexibility, increase cost, or weaken operational control.