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Enterprise• Churn Prediction & Prevention

Lumi-Anchor

Explains per-account churn drivers by joining usage, billing, care, and network-quality data, then brings a margin-aware, network-aware save to the Boardroom for a governed recommendation.

Install Agent
Runs locally in browser

Capabilities

Explainable Churn Drivers

Margin-Aware Save Modeling

Network-Driven Churn Detection

Save-Tactic Recall

Cohort Risk Surfacing

Input / Output

Accepts (Input)

  • Churn labels and outcomes
  • CRM and billing
  • Care-contact history
  • RAN quality KPIs

Generates (Output)

  • Per-account churn explanations
  • Governed save recommendations
  • At-risk cohort flags

Boardroom Role

Vote TypeVOTER

Expert Domains

TelecomCustomerGrowth

Under the Hood

This agent uses specialized SQL macros to perform deterministic calculations. It does not hallucinate math.

# Logic Sample: Interaction Rule

SELECT * FROM defects a
JOIN defects b
ON ABS(a.pos - b.pos) < (0.25 * a.length)

Memory & Context

This agent keeps short-term conversation context and draws on a domain knowledge base of General Industry Standards, plus a persistent memory that recalls relevant past findings by semantic similarity.