AI CXO
Value created · QTD4.82 Cr9:14:00 AM · Mon 26 Jan ISTActive

Triggers & ratios

The leading indicators the scores are built from, and the clusters that fire an event when they turn red together.

Fourteen ratios, six composite triggers. Each ratio is computed from SAP with a normal band and a trigger level; each composite trigger fires only when a cluster aligns — never on a single signal. Tune the bands here; the change recomputes overnight.

Ratio bands

14 ratios · SAP-computed
RatioCodeSAP sourceNormalTrigger atLeads to
Order-Frequency RatioOFRSAP SD · VBAK0.8–1.2Dealer slowdown / churn
Avg-Order-Value RatioAOVRSAP SD · VBRP0.9–1.1Down-trading
Payment-Delay RatioPDRSAP FI-AR · BSAD≤1.05Liquidity stress
Credit-Utilization RatioCURSAP Credit Mgmt<0.80Order-block risk
Overdue RatioODRSAP FI-AR · BSID<0.15Bad-debt
Premium-Mix RatioPMRSAP SD · MVKEstableMargin erosion
Return/Complaint RatioRCRSAP SD + QM<0.05Dissatisfaction
Sell-Through RatioSTRSAP SD + MM>0.30Dead stock
Stock-Cover (months)SCRSAP MM · MARD1.5–3Surplus
OTIF / Fill-RateOTIFSAP LE · LIKP>0.95Dispatch risk
Dispatch-Delay RatioDDRSAP LE · LIKP<0.05SLA breach
Scheme-ConversionSCNVSAP SD>0.40Disengagement
Target-Pace RatioTPRSAP SD vs target≥0.95Target miss
Wallet-Share TrendWSTSAP SD + peerstableShare loss
◷ Editing a band re-flags dealers/SKUs on tonight's recompute. No live system is touched until you approve the resulting decisions.

Composite triggers — fire in totality

6
Dealer churn / revenue-at-risk
fires → DEALER_CHURN_RISK · REVENUE_MISS_RISK
OFRAOVRPMRWSTRCRPDR
Rule: ≥ 3 reds incl. one of {OFR, PDR} — equals churn_score ≥ 60
Credit / order-block
fires → DEALER_CREDIT_RISK
CURODRPDR
Rule: CUR > 0.90 AND (ODR > 0.30 OR PDR > 1.30)
Dead-stock / liquidation
fires → DEAD_STOCK_DETECTED
STRSCRAgeRCR
Rule: STR < 0.15 AND SCR > 5 AND age > 120d — equals liquidation_score ≥ 60
Dispatch / delivery risk
fires → DISPATCH_DELAYED
OTIFDDR
Rule: OTIF < 0.90 OR DDR > 0.15, sustained 7 days
Sales target-miss
fires → SALES_TARGET_MISSED
TPROFR
Rule: TPR < 0.85 AND OFR < 0.70 with > 10 days left
SKU demand-shift
fires → INVENTORY_RISK
VelocityPMRMargin
Rule: velocity down > 25% AND margin compression > 20%
Demo — fictional companies, illustrative data