Data-led notes and operational research from a practical VA support perspective.
2026-07-01
Economics and Growth
Small-team adoption is best measured by owned workflows, not worker labels or software seats.
Stat: Track adoption with 3 counts: delegated workflows, accepted workflows, and workflows with tested backup coverage.
Open research note
2026-06-30
Economics and Growth
A defensible outsourcing cost includes accepted output, correction labor, supervision, tools, and transition risk.
Stat: Use 5 cost fields for an outsourcing comparison: service, supervision, rework, tools, and risk reserve.
Open research note
2026-06-30
Operations and Service Delivery
Coverage analysis should distinguish receipt, acknowledgment, qualified response, resolution, and handoff.
Stat: Use 4 timestamps to audit response flow: received, owned, answered, and resolved.
Open research note
2026-06-29
People and Quality
Inbox quality depends on routing accuracy, safe drafting, escalation, and evidence, not message volume alone.
Stat: Audit 4 inbox outcomes: correct route, correct priority, safe response, and preserved record.
Open research note
2026-06-28
Operations and Service Delivery
Calendar coverage needs ownership, preparation, conflict, and handoff rules across working windows.
Stat: A complete coverage record has 4 fields: owner, availability, backup, and escalation route.
Open research note
2026-06-28
People and Quality
Quality becomes auditable when teams define output, evidence, reviewer, exceptions, and correction severity.
Stat: Use 5 quality fields: acceptance test, evidence, reviewer, exception rule, and correction severity.
Open research note
2026-06-27
Risk and Systems
Tool selection should follow workflow, identity, export, audit, and exit requirements.
Stat: Score staffing tools on 5 gates: purpose, access, audit, export, and exit.
Open research note
2026-06-27
Risk and Systems
Remote support security starts with identity, least privilege, protected authentication, logging, and removal.
Stat: The baseline contains 5 access controls: unique identity, least privilege, MFA, logging, and verified removal.
Open research note
2026-06-26
People and Quality
A fair pipeline compares job-related evidence at each gate and records selection reasons consistently.
Stat: Measure 4 hiring gates: qualified application, structured review, paid work sample, and reference decision.
Open research note
2026-06-26
Operations and Service Delivery
Founder time improves when teams classify decisions, prepare context, and measure reopened work.
Stat: Use 4 decision classes: delegate, prepare, approve, and founder-only.
Open research note
2026-06-25
Operations and Service Delivery
Task reviews should be triggered by queue risk and evidence readiness rather than arbitrary calendar promises.
Stat: Review 5 queue states: ready, active, blocked, awaiting review, and accepted.
Open research note
2026-06-25
People and Quality
Communication quality requires correct facts, clear ownership, approved promises, safe data, and a preserved record.
Stat: Audit 5 message checks: facts, owner, next condition, approval, and record.
Open research note