This is what a governed KPI framework actually looks like
Real output from the KPI Blueprint tool, built on a supply chain scenario common in manufacturing and CPG. No editing. No cleanup.
Supply chain prioritization under demand and capacity misalignment
A manufacturing leadership team needed to make weekly decisions about production sequencing and inventory allocation across plants and distribution centers. Demand signals were arriving too late, and by the time issues were visible, the options were already constrained. Eight questions. Here is what the tool produced.
“We need to decide how to prioritize production and inventory allocation across plants and distribution centers when demand and capacity are misaligned. Customers receive product reliably while inventory and expediting costs remain controlled.”
Decision and Accountability Map
Clarifies who owns the decision, who is accountable for outcomes, and how often leadership should review performance.
Performance intent
Prioritize production and inventory allocation across plants and distribution centers when demand and capacity are misaligned — ensuring customers receive product reliably while expediting costs remain controlled.
Data confidence: Moderate. Order and shipment data is trusted, but plant schedule adherence and inventory accuracy are frequently debated. By the time issues are visible, expediting decisions are already constrained — daily or near real-time signals are needed.
Performance Signals Framework
Separates the small number of outcome signals from the operational drivers that explain performance movement before outcomes change.
- On-time in full (OTIF) delivery rate
- Customer complaint volume related to fulfillment
- Inventory holding costs
- Expediting cost variance
- Production capacity utilization
- Demand forecast accuracy
- Inventory levels by location
- Schedule adherence rate
On-time in full (OTIF) delivery rate — reflects customer impact directly and exposes upstream execution issues. Forces prioritization.
Executive Review Structure
Outlines how performance should be reviewed, including cadence, decision window, and focus areas for leadership discussion.
Weekly executive agenda
- 1Review prior week’s OTIF performance and service exceptions
- 2Assess inventory and capacity alignment across DCs
- 3Identify and approve production and allocation adjustments
- 4Review risks and confirm mitigation plans
Dashboard architecture
- OTIF delivery rate trend
- Customer complaint volume
- Inventory carrying costs
- Expediting cost variance
- Capacity utilization
- Forecast accuracy
- Inventory by location
- Schedule adherence
- Service degradation alerts
- Inventory shortages
- Schedule overrides
- High-risk customer impact
Governance and Behavioral Risk Assessment
Surfaces how performance signals could be gamed, where incentives conflict, and what unintended behaviors may emerge. This is where most KPI frameworks stop short.
- Orders split to manipulate priority without improving actual service
- Ship dates adjusted to mask delays in reported metrics
- Low-margin customers deprioritized without leadership visibility
- Inventory turns versus service level targets
- Labor efficiency versus expediting needs
- Freight cost reduction versus customer satisfaction
- Operations bonuses tied to cost efficiency — discourages proactive service protection
- No countervailing incentive for pre-emptive action before OTIF degrades
- Late schedule confirmations distort real-time visibility
- OTIF definitions inconsistent across customers and regions
- Manual overrides affecting data integrity and traceability
Board Oversight and Escalation Model
Defines what the board should see, how performance should be summarized, and what thresholds trigger escalation.
Board view
Summarized trends in service levels and key risks — focus on material deviations and strategic impacts. Not operational detail.
Board pack content
- Executive summary of OTIF trends by period
- Key risk indicators and mitigation status
- Summary of recent escalations and resolutions
- Customer penalty exposure and service commitments
Escalation triggers
Two consecutive weeks of material service level degradation
Loss of a top customer impacting revenue or reputation
Data readiness assessment
Download the Executive Brief
This is what a finished deliverable looks like — the document a member would take into a leadership or board conversation. The output above, formatted as a board-ready PDF.
Download PDF — no signup requiredPDF · 3 pages · Produced directly from the Executive Access tier output
Decision & Accountability
No cost · No login required
- Decision statement
- Ownership and cadence clarity
- Data confidence note
- Action-oriented guidance
Signals & Review Design
$49/month · $490/annual
- Performance signals framework
- Outcome vs. driver separation
- Executive review structure
- Dashboard architecture
Governance & Board Oversight
$249/month · $2,490/annual
- Gaming risk identification
- Incentive conflict analysis
- Board escalation model
- Monthly office hours with Jay
Want to pressure-test this before a board or executive conversation?
Advisory support is available. Most advisory conversations start with someone who has already used the tools — and wants to take the output further.