Data FinOps

AI-powered cost intelligence and optimization

$20.6k savings available

Monthly Spend

$92k+8%

Savings YTD

$24ksaved

Cost/Query

$0.0023-12%

Data ROI

4565%vs 3200% avg

Efficiency Score

87%

Cost Trend & Forecast

Actual vs optimized spend with 60-day projection

Actual

Optimized

Forecast

Unit Economics

Cost per Query-12%

$0.0023

Cost per GB Processed-8%

$0.42

Cost per Active User+5%

$284

Revenue per $1 Data Cost$45

Commitment Utilization

Snowflake Credits78%

78/100 credits/day$4,200/mo saved

Databricks DBUs92%

92/100 DBUs/day$3,100/mo saved

BigQuery Slots45%

Underutilized - consider downsizing

45/100 slots$1,800/mo saved

Cost by Data Source

Snowflake

1.2M$42k+8%

Databricks

840K$28k+12%

BigQuery

620K$18k-3%

AWS S3

280K$8k+2%

Quick Wins

$20.6k/mo

Unused table cleanupAuto

Immediate

$8.4k

Query optimization

1-2 days

$4.2k

Data tiering recommendationAuto

1 week

$3.1k

Top Cost Drivers

ml-pipeline-prod

Service Account

Engineering • 284,720 queries

Avg Query Cost

$0.065

$18,420

+12%

Khalid Al-Faisal

User

Analytics • 156,890 queries

Avg Query Cost

$0.079

$12,340

+24%

analytics-etl

Service Account

Analytics • 98,230 queries

Avg Query Cost

$0.091

$8,920

-3%

Noura Al-Saud

User

Data Science • 67,450 queries

Avg Query Cost

$0.092

$6,180

+8%