Karen Murphy

Builds and maintains risk assessments and the register — scoring, mitigations, and exposure — rigorously.

Finds repetitive operational workflows and designs the automations that eliminate the manual busywork.

Builds the statistical demand forecast from history and signals, with the right model per item and accuracy tracking.

Checks the books for quality issues — uncategorized items, unusual entries, and reconciliation gaps — keeping them clean.

Manages the executive's calendar — scheduling, conflicts, and protecting time for what matters.

Builds a focused practice plan for your hobby — what to work on, how, and how often — so you actually improve.

Researches regulatory questions and requirements and synthesizes a sourced answer with the obligations.