EX

Enterprise AI Administration

Governance & Lineage — Net adds

How this KPI is sourced, calculated, governed, predicted and acted on — one traceable chain.

Current value

+68k

No stored target

Mission area

Subscriber Growth

Decision journey

Subscriber Growth

Source systems

1

CRM

Lineage path

From source system to value realization — counts of governed records linked to this KPI

  1. 1 Sources
  2. 3 Mappings
  3. 10 Variables
  4. 1 Formula
  5. 1 Rules
  6. 3 Models
  7. 4 Scenarios
  8. 3 Actions
  9. 1 Value records

Formula

Governed calculation for this KPI

Net Adds APPROVED

Change in the active base during the period

gross adds − disconnects

Version 1.0 · Grain Account-month · Owner Head of Commercial Planning · Sources: CRM

Source-to-target lineage

Source system, object and field feeding this KPI, and how each is transformed

RoleSourceTransformationTargetGrain / refresh
Gross addsCRM
crm_subscribers.activation_date
Gross add when activation_date falls in period and first usage within 30 dayssubscriber_dimension.activation_dateSubscriber-month · Daily
DisconnectionsCRM
crm_subscribers.termination_date
Churn event when termination_date falls in period; voluntary/involuntary from reason codesubscriber_dimension.termination_dateSubscriber-month · Daily
Status changesCRM
subscription.status_change
Classify activations and disconnectssubscriber_movements.gross_adds / disconnectsSubscriber-day · Daily

Business rules

Thresholds that escalate this KPI and the alert each raises

RuleSeverityAlert raised
Net Adds Shortfall
≤ 80% of plan
MEDIUMRetail activations down in North

Models

Predictive and simulation models used for this KPI

AI modelValidationSimulation model
Net Adds Forecast Model
SARIMAX (benchmark: ARIMA) · v1.2
VALIDATION REQUIREDSubscriber Growth Scenario Model
Subscriber Behavioral Segmentation Model
K-Means · v0.1
VALIDATION REQUIRED—
Usage Pattern Segmentation Model
K-Means · v0.1
VALIDATION REQUIREDSubscriber Growth Scenario Model

Governed variables

Model features derived from the source fields above

Scenarios

Stored scenarios for the Subscriber Growth journey

  • Status quono action
  • Digital-first acquisitionalternative
  • Base casebase case
  • Distributor incentivesRECOMMENDED

Actions & value

Governed actions and value records for the same journey

  • Agree new commission structure with distributorsHead of Sales · Not started
  • Release stock financingFinance · Not started
  • Launch dormant reactivation SMSCRM · Not started
  • Dormant base reactivationUSD 0.8M expected · USD 0.12M recorded actual — unverified · AT RISK