Research Library
Research page 2
Account Health Score Agreement Across Reviewers
A protocol for testing whether independent reviewers assign the same health band to the same account evidence.
Workflow DesignQBR Metric Lineage Completeness
A protocol for testing whether each client-facing QBR metric can be traced to a source, definition, and owner.
Workflow DesignRenewal Date Record Reliability
A protocol for testing whether renewal dates, notice windows, and contract terms agree across systems.
Workflow DesignAccount Escalation Severity Calibration
A protocol for measuring whether independent reviewers apply the same severity definition to the same ticket.
Workflow DesignClient Contact Change Propagation
A protocol for testing whether a verified contact change reaches every system that communicates with the client.
Workflow DesignAccount Escalation Severity Coding Reliability
A source-bounded protocol for whether independent reviewers apply severity definitions consistently across impact, urgency, authority, and evidence conditions, with declared units, independent review, adverse controls, and explicit limitations.
Workflow DesignClient Commitment Source Traceability Study
A source-bounded protocol for how often sampled commitments can be reconstructed from original client language through approval, action, communication, and closure, with declared units, independent review, adverse controls, and explicit limitations.
Workflow DesignRenewal Pipeline Stage Drift Study
A source-bounded protocol for whether pipeline stages remain aligned with dated renewal evidence when contact, risk, commercial, or approval conditions change, with declared units, independent review, adverse controls, and explicit limitations.
Workflow DesignAccount Handoff Information Loss Study
A source-bounded protocol for which decision-relevant facts are lost, altered, or left unverified when account ownership changes, with declared units, independent review, adverse controls, and explicit limitations.
Workflow DesignClient Health Signal Freshness Study
A source-bounded protocol for how source age, update cadence, missing values, and contradictory records affect the interpretability of account-health reporting, with declared units, independent review, adverse controls, and explicit limitations.
Scope BenchmarksAccount Portfolio Workload Denominators: A Measurement Protocol
A protocol for testing whether workload rates use a stable account population, observation window, and unit of work.
Workflow DesignClient Commitment Aging and Closure Reliability
A research design for measuring whether older client commitments close with reproducible evidence.
Hiring ControlsAccount Ownership Changes and Record Continuity
A controlled study of which account facts and commitments remain reproducible after an ownership change.
Workflow DesignEscalation Response-Time Measurement Bias
An analysis plan for distinguishing rapid acknowledgement from authoritative response and verified resolution.
Scope BenchmarksAccount Health Scoring Under Missing Data
A sensitivity protocol for showing how absent or stale inputs affect an account-health classification.
Workflow DesignHow Quickly Do Account Owners Acknowledge Decision Packets?
A prospective cohort separates preparation, acknowledgement, decision, execution, client update, and verified closure.
Workflow DesignCan a Reviewer Rebuild a Client Update from Its Sources?
A blinded reconstruction study tests population, definitions, timestamps, exclusions, approvals, and final wording.
Workflow DesignDo Reviewers Agree on Account-Health Exceptions?
An inter-rater protocol preserves conflicts across delivery, support, finance, usage, and client statements.
Workflow DesignWhy Do Closed Client Commitments Reopen?
A recurrence study traces source changes, acceptance evidence, owner transfer, downstream tasks, and later correction.
Workflow DesignDoes Account Offboarding Evidence Prove Access Was Removed?
A control audit separates CRM, inbox, file, delegation, integration, recovery, device, and shared-link states.