Optimization AssessmentLendingTree|Data Platform Modernization
Updated 2 hours ago

Dashboard

Overview of your Snowflake optimization opportunities

Annual Spend
$1.8M

Transformation Compute

Savings Identified
$1.04M+58%

Across all optimizations

Optimization Score
34/100

Room for improvement

Time to ROI
3.2 months

At current implementation pace

Savings Breakdown
Click on any bar to explore that optimization category
Total Identified Savings$1.04M
Quick Actions
Recent Activity

Identified 23 zombie clustering keys

2 hours ago

Converted dim_customer to Dynamic Table

Yesterday

Warehouse TRANSFORM_WH downsized to LARGE

2 days ago

Cost spike detected on DBT_PROD_WH

3 days ago

Enabled auto-suspend on 12 warehouses

4 days ago

Optimization Levers
In Progress

Dynamic Tables

40-60% savings potential

156 candidates
In Progress

Incremental dbt

30-50% savings potential

89 candidates
Not Started

Streams + Tasks

20-30% savings potential

34 candidates
Not Started

Iceberg Tables

50-70% savings potential

12 candidates
Not Started

Hybrid Tables

Variable savings potential

8 candidates
Complete

Warehouse Tuning

15-25% savings potential

24 candidates
Not Started

Serverless Tasks

10-20% savings potential

45 candidates
Implementation Roadmap
1
Quick Wins2-4 weeks
2
Architecture6-8 weeks
3
Lakehouse + AI8-12 weeks
  • Resize TRANSFORM_WH to LARGE
  • Enable auto-suspend on all warehouses
  • Convert top 5 dbt models to incremental
  • Remove zombie clustering keys
  • Optimize top 10 expensive queries