CUSTOMER DATA MERGE

Merge 400K records from 4 sources using parallel Render Workflows. 10 shards processed simultaneously.

400K records → 10 parallel shards → 100K profiles

EVENT LOG

> WAITING FOR WORKFLOW START...

Before: 4 Sources

CRM

customer_id:—

company_name:—

industry:—

deal_stage:—

BILLING

plan:—

mrr:—

payment_status:—

PRODUCT

total_sessions:—

usage_pct:—

last_active:—

SUPPORT

total_tickets:—

nps_score:—

avg_resolution_hrs:—

↓

After: Merged + Calculated

MERGED + CALCULATED

customer_id:—

company_name:—

plan:—

mrr:—

health_score:—

churn_risk:—

expansion_potential:—