Everyone knows something is slow
Teams argue whether sales, fulfillment, or finance causes delays. Each department has charts that blame another. Without a shared map, remediation projects start in the wrong place and burn quarters.
What Bottleneck Analysis does
Kai traces workflows across handoffs, identifies constraints, and quantifies impact where data allows. Output is operational intelligence: where work piles up, why, and what to try first. It is diagnosis, not automatic reorganization.
A familiar example: order-to-cash stretching past SLA
Picture a B2B supplier missing shipment SLAs despite healthy inventory. Kai maps order entry, credit hold, pick, and carrier booking steps, finds credit review waits disproportionate to revenue risk, and estimates hours lost per week. Ben adds permitted margin context on rush shipments when finance scopes allow. Leadership approves a remediation plan to adjust credit rules before customer-facing promise dates change.
Evidence over opinions
Kai uses operations workspace signals and authorized analytics rather than hallway theories. When data is thin, he states assumptions explicitly so teams know what to measure next.
Remediation plans you approve
Remediation plans propose sequence, owners, and success measures. Customer-impacting process changes require approval before rollout. Kai does not flip production switches alone.
What Kai delivers
Expect bottleneck maps that visualize constraints, impact estimates that rank pain, and remediation plans with actionable first steps. Narratives explain handoffs in language operations leaders can share with executives.
What you control
You approve customer-facing changes, fund remediation, and define which workflows Kai may analyze.
A credible first mission
Analyze one end-to-end workflow with a visible SLA miss. Present the map in an operations review, approve a single remediation experiment, and remeasure before expanding scope.