Recommendations

Read only
Observed spend
$412K / mo
+4.1% vs prior 60d
Identified savings
$31K / mo
7.5% of observed spend
Awaiting approval
5 candidates
2 flagged for canary
Realized savings
$18.4K
validated across 9 rollouts
Candidates policy: safe defaults sorted by savings
Rollout activity last 30 days
CND-0344
adhoc_analytics_shared
canary day 6 of 14 · 1 workspace
● healthy +$5.9K / mo
CND-0331
etl_silver_merge
rolled back automatically · 11d ago
● reverted p95 breach
CND-0318
bi_exec_warehouse
applied · 19d ago · validated
● applied +$4.2K / mo
CND-0305
ml_training_weekly
applied · 24d ago · validated
● applied +$8.3K / mo
CND-0297
bronze_autoloader
rejected by owner · 26d ago
● rejected no change
CND-0284
gold_agg_nightly
applied · 29d ago · validated
● applied +$3.1K / mo
Review CND-0412
Compute profile
All-Purpose to Jobs Compute

Current
All-Purpose
DBR 14.3 · fixed 8
Proposed
Jobs Compute
LTS · autoscale 2–6
Modelled monthly cost $19.4K → $9.1K
retained spend 53% reduction
Provenance
Generated2025-06-14 04:12 UTC
Reasoning modeldbrx-instruct · prompt v0.9
Evidence snapshotsys.billing @ 2025-06-14
Assigned reviewerplatform-oncall
Approval required before any change
Queued for canary on 1 cluster. rollback armed · audit entry written