Provider:
AI executive summary Auto-generated

Effective cloud spend across Azure, GCP, AWS, Cursor, and LangSmith totaled $5.93M for the reporting period, down 22.6% month-over-month — a notable reduction. Commitments and negotiated discounts delivered $1.36M in savings, a 19.5% reduction off list price. Storage Accounts remains the largest cost driver at $1345K, with Zenith Subscription the highest-spending account. An anomaly was detected in Amazon Elastic Compute Cloud (AWS) for 2026-04: actual spend of $33K exceeded the trend baseline by +535% (severity: High).

Headline KPIs
Total Cloud Spend
$6,588,864
Raw list price · ▼ 22.6% MoM
Total Savings
$661,973
Commit $22,142 · Negotiated $639,831
Savings %
10.1%
Discount off list price
Annual Spend & Forecast FY24 · FY25 · FY26 · FY27
FY24
Partial
$0.00
0 of 12 mo
FY25
Partial
$1.57M
4 of 12 mo
FY26
Partial
$4.06M
8 of 12 mo
FY27
Forecast
$5.78M
ProviderFY24FY25FY26FY27
Azure$0.23M$0.50M$0.83M
GCP$169.43$2,988,229.32$623.44
AWS$1,494,204.73
AI$425,492.84
LangSmith$24,053.15
Copilot$267,677.69
Fiscal year basis: Oct 1 – Sep 30 (FY26 = Oct 2025 – Sep 2026). Most recent actual: 2026-05. Forecast figures use the existing forecast engine (linear + monthly seasonality). Per-provider splits for forecast years are pro-rated by the most recent full FY's provider mix.
Spend Trend & Forecast
Quarter forecast (next 3 mo.)
$1.89M
▲ 19.7% vs trailing-3-mo. pace
Yearly forecast (next 12 mo.)
$8.67M
±19% range: $7.06M – $10.29M
Range reflects volatility of trailing monthly spend; wider bands mean less predictable history.
Spend by Provider
Top 10 Spend Drivers
Services driving the most effective cost
#1
Storage Accounts Azure
$1,345K
23.9%
#2
Virtual Machines Azure
$672K
11.9%
#3
Azure App Service Azure
$624K
11.1%
#4
Azure Databricks Azure
$540K
9.6%
#5
Amazon Simple Storage Service AWS
$385K
6.8%
#6
Azure Monitor Azure
$266K
4.7%
#7
Azure Machine Learning Azure
$219K
3.9%
#8
Microsoft.Fabric Azure
$203K
3.6%
#9
Azure SQL Database Azure
$159K
2.8%
#10
Azure Data Factory Azure
$153K
2.7%
Top 10 Cost Savings
Where commitments & discounts are saving the most
#1
Azure Reservations Azure
$910K
66.8%
#2
Storage Accounts Azure
$130K
9.6%
#3
Azure App Service Azure
$62K
4.5%
#4
Virtual Machines Azure
$59K
4.3%
#5
Azure Databricks Azure
$39K
2.9%
#6
Azure Monitor Azure
$27K
2.0%
#7
Azure Machine Learning Azure
$22K
1.6%
#8
Azure Data Factory Azure
$15K
1.1%
#9
Azure SQL Database Azure
$12K
0.9%
#10
API Management Azure
$11K
0.8%
Cost Drivers — Services
Cost by Subscription / Account
Showing last 3 completed months (current month excluded to avoid partial-data skew)
Filter:
Provider Subscription / Project / Account Total Spend Mar 2026Apr 2026May 2026 MoM % of Total Trend Top Owner
Azure Zenith Subscription $1,078.1K $99.2K$101.6K$103.9K +2.2% 19.2% Sustained
Vaughn Yilmaz
$1078K (100%)
Azure Junco Subscription $914.1K $76.4K$73.0K$79.1K +8.3% 16.3% Volatile
Hart Ashworth
$636K (70%) +6 more
AWS Grove Subscription $462.1K $73.7K$110.6K$62.5K -43.5% 8.2% Volatile Untagged
Azure Junco Subscription Non-Prod $320.8K $19.9K$19.6K$19.2K -1.8% 5.7% Recovering
Hart Ashworth
$249K (77%) +21 more
Azure Cove Subscription $291.9K $0.3K$25.2K$26.9K +6.6% 5.2% Accelerating
Vaughn Yilmaz
$225K (77%) +1 more
Azure Forge Subscription Non-Prod $248.9K $19.6K$19.3K$18.5K -3.9% 4.4% Recovering
Tatum Varga
$237K (95%) +3 more
Azure Horizon Group $208.7K $18.5K$18.0K$18.7K +3.8% 3.7% Volatile
Vaughn Yilmaz
$163K (78%) +2 more
Azure Slate Subscription Non-Prod $174.0K $13.7K$13.4K$14.0K +4.0% 3.1% Volatile
Vaughn Yilmaz
$135K (78%) +1 more
Azure Cove Subscription DR $136.9K $0.0K$106.5K$0.2K -99.8% 2.4% Sustained
Reeve Petrov
$107K (78%) +1 more
Azure Nettle Subscription $135.4K $8.5K$7.5K$6.2K -18.0% 2.4% Recovering
Vaughn Yilmaz
$128K (94%) +2 more
Azure Yield Subscription Non-Prod $124.0K $5.2K$5.1K$5.2K +0.7% 2.2% Volatile
Greer Xiong
$111K (90%) +2 more
Azure Yield Subscription Prod $122.6K $12.2K$13.1K$12.2K -7.5% 2.2% Volatile
Vaughn Yilmaz
$74K (61%) +2 more
Azure Forge Subscription $121.4K $11.1K$9.9K$11.2K +13.5% 2.2% Volatile
Tatum Varga
$120K (99%) +1 more
Azure Zenith Subscription Dev/Test $114.3K $9.6K$10.6K$11.3K +7.0% 2.0% Sustained
Vaughn Yilmaz
$114K (100%) +2 more
Azure Larch Subscription Non-Prod $103.9K $6.1K$6.4K$7.4K +14.2% 1.9% Sustained
Vaughn Yilmaz
$95K (92%) +2 more
Chargeback by Business Unit
Showing last 3 completed months (current month excluded to avoid partial-data skew)
20 department(s) shown · totalling $5.63M in effective spendClick row for details · sortable by clicking column headers
Filter:
Business Unit Total Spend Mar 2026Apr 2026May 2026 MoM % of Total Savings AI Trend Top Service Top Owner
Ionix Group $2,946.0K $220.9K$322.5K$243.5K ▼ 24.5% 52.3% $258.5K (8%) Stable
→ $284.8K next
Azure Databricks
Hart Ashworth
$885K (30%) +31 more
Radiant Group $1,379.7K $135.1K$139.2K$137.6K ▼ 1.1% 24.5% $119.8K (8%) Stable
→ $139.9K next
Storage Accounts
Vaughn Yilmaz
$1269K (92%) +17 more
Unallocated $670.5K $70.0K$151.0K$65.7K ▼ 56.5% 11.9% $928.8K (58%) Stable
→ $91.3K next
Amazon Simple Storage Service
Vaughn Yilmaz
$100K (15%) +24 more

⚠ 83% untagged
Unit-B $402.9K $35.1K$42.4K$39.4K ▼ 7.0% 7.2% $37.3K (8%) Growing
→ $43.3K next
Azure Machine Learning
Tatum Varga
$359K (89%) +76 more
Yonder Group $90.9K $8.6K$7.6K$7.6K ▲ 0.0% 1.6% $9.0K (9%) Declining
→ $7.0K next
Azure Monitor
Vaughn Yilmaz
$82K (90%) +2 more
Willow Group $54.5K $0.1K$0.1K$10.7K ▲ 12436.5% 1.0% $0.4K (1%) Accelerating
→ $14.2K next
Microsoft.Fabric
Sushrut S Modak
$55K (100%)
Falcon Group $27.9K $3.7K$5.1K$11.9K ▲ 134.2% 0.5% $3.7K (12%) Accelerating
→ $15.1K next
Copilot Copilot Business Untagged
Quartz Group $18.2K $0.0K$0.0K$0.0K ■ 0.0% 0.3% $1.8K (9%) Insufficient data
→ $0.0K next
Virtual Machines
Vaughn Yilmaz
$18K (100%)
Granite Group $13.9K $2.5K$2.4K$1.9K ▼ 19.4% 0.2% $1.3K (8%) Declining
→ $1.7K next
Microsoft.Fabric
Vaughn Yilmaz
$6K (43%) +6 more
Unit-C $9.4K $1.3K$3.8K$3.5K ▼ 7.1% 0.2% $0.0K (0%) Accelerating
→ $5.0K next
Cursor - Manual
ansel.nair@example.com
$2K (21%) +30 more
Ionix Group $5.9K $0.0K$0.0K$0.0K ▼ 100.0% 0.1% $0.6K (9%) Sharp drop
→ $0.0K next
Virtual Machines
Vaughn Yilmaz
$2K (32%) +1 more

⚠ 66% untagged
Ops $4.1K $0.8K$1.8K$1.2K ▼ 32.8% 0.1% $0.0K (0%) Growing
→ $1.6K next
Cursor - Manual
orin.vance@example.com
$2K (41%) +9 more
Unit-A $3.9K $0.5K$1.7K$1.6K ▼ 7.0% 0.1% $0.0K (0%) Accelerating
→ $2.4K next
Cursor - Manual
frankie.wagner@example.com
$2K (51%) +6 more
Aurora Group $1.4K $0.0K$1.4K$0.0K ▼ 98.6% 0.0% $0.0K (0%) Stable
→ $0.5K next
LangSmith Traces + Runs Untagged
Everest-dev $1.0K $0.0K$0.0K$1.0K ▲ 2174.3% 0.0% $0.0K (0%) Accelerating
→ $1.3K next
LangSmith Traces + Runs Untagged
Unit-E $0.4K $0.0K$0.0K$0.0K ■ 0.0% 0.0% $0.0K (0%) Insufficient data
→ $0.0K next
Azure Databricks
faf9133c-7e07-46c8-a7b6-a4a64d747bc6
$351 (86%) +7 more
Vertex Group $0.2K $0.0K$0.0K$0.0K ▲ 3.6% 0.0% $0.0K (10%) Stable
→ $0.0K next
Azure NAT Gateway
Anton Smirnov
$196 (100%)
Horizon Group $0.1K $0.0K$0.1K$0.0K ▼ 100.0% 0.0% $0.0K (9%) Insufficient data
→ $0.0K next
Virtual Machines
Terraform
$106 (100%)
Unassigned $0.1K $0.0K$0.0K$0.1K ■ 0.0% 0.0% $0.0K (0%) Insufficient data
→ $0.0K next
Cursor - Reserved
oakley.young@example.com
$86 (93%) +1 more
Meridian-dev $0.0K $0.0K$0.0K$0.0K ▼ 14.3% 0.0% $0.0K (0%) Growing
→ $0.0K next
LangSmith Traces + Runs Untagged
Chargeback by Cost Center
Showing last 3 completed months (current month excluded to avoid partial-data skew)
20 costcenter(s) shown · totalling $5.63M in effective spendClick row for details · sortable by clicking column headers
Filter:
Cost Center Total Spend Mar 2026Apr 2026May 2026 MoM % of Total Savings AI Trend Top Service Top Owner
CC001-04001 $2,031.7K $155.8K$157.7K$154.2K ▼ 2.2% 36.1% $184.5K (8%) Stable
→ $154.3K next
Storage Accounts
Hart Ashworth
$852K (42%) +17 more
Unallocated $1,172.1K $74.2K$264.8K$137.0K ▼ 48.3% 20.8% $962.8K (45%) Accelerating
→ $221.5K next
Amazon Simple Storage Service
Vaughn Yilmaz
$369K (31%) +28 more

⚠ 51% untagged
CC001-04001 $826.7K $3.8K$3.8K$107.4K ▲ 2705.9% 14.7% $69.8K (8%) Accelerating
→ $141.9K next
Storage Accounts
Vaughn Yilmaz
$783K (95%) +4 more
CC002-04002 $739.9K $174.5K$169.4K$45.3K ▼ 73.3% 13.1% $65.7K (8%) Sharp drop
→ $0.5K next
Azure App Service
Reeve Petrov
$320K (43%) +16 more
CC005-04005 $384.7K $28.5K$28.2K$28.6K ▲ 1.4% 6.8% $35.9K (9%) Stable
→ $28.5K next
Virtual Machines
Tatum Varga
$118K (31%) +24 more
CC013-04013 $334.8K $10.7K$11.1K$31.7K ▲ 186.5% 5.9% $33.0K (9%) Accelerating
→ $38.8K next
Azure Machine Learning
Tatum Varga
$204K (61%) +5 more
CC006-04006 $54.3K $19.2K$18.9K$0.0K ▼ 100.0% 1.0% $5.4K (9%) Growing
→ $20.8K next
Azure Machine Learning
Tatum Varga
$42K (77%) +3 more
CURSOR_Unit-B $27.1K $3.8K$12.6K$9.2K ▼ 26.8% 0.5% $0.0K (0%) Accelerating
→ $13.9K next
Cursor - Manual
denver.kone@example.com
$6K (20%) +66 more
CC007-04007 $19.5K $1.8K$1.6K$2.3K ▲ 48.0% 0.3% $2.0K (9%) Growing
→ $2.5K next
Azure Machine Learning
Remy Zhao
$16K (82%) +3 more
CURSOR_Unit-C $9.1K $1.2K$3.5K$3.5K ▼ 0.9% 0.2% $0.0K (0%) Accelerating
→ $5.0K next
Cursor - Manual
ansel.nair@example.com
$2K (21%) +29 more
CC004-04004 $4.9K $0.5K$0.4K$0.5K ▲ 2.9% 0.1% $0.5K (9%) Stable
→ $0.4K next
Azure App Service
Vaughn Yilmaz
$5K (99%)
CC011-04011 $4.5K $0.0K$0.0K$0.0K ▲ 3.6% 0.1% $0.4K (9%) Stable
→ $0.0K next
Azure App Service
Vaughn Yilmaz
$4K (100%)
CURSOR_Ops $4.1K $0.8K$1.8K$1.2K ▼ 32.8% 0.1% $0.0K (0%) Growing
→ $1.6K next
Cursor - Manual
orin.vance@example.com
$2K (41%) +9 more
CURSOR_Unit-A $3.9K $0.5K$1.7K$1.6K ▼ 7.0% 0.1% $0.0K (0%) Accelerating
→ $2.4K next
Cursor - Manual
frankie.wagner@example.com
$2K (51%) +6 more
CC012-04012 $3.9K $0.8K$1.1K$1.3K ▲ 18.0% 0.1% $0.4K (9%) Accelerating
→ $1.5K next
Azure Machine Learning
Vince Colf
$2K (56%) +4 more
CC015-04015 $3.3K $1.3K$1.2K$0.0K ▼ 100.0% 0.1% $0.3K (9%) Accelerating
→ $1.5K next
Virtual Machines
Alexander Kain
$3K (89%) +1 more
CC010-04010 $2.5K $0.8K$0.8K$0.2K ▼ 79.8% 0.0% $0.2K (9%) Sharp drop
→ $0.0K next
Azure App Service
Ashby Ortiz
$2K (74%) +2 more
CC008-04008 $1.6K $0.3K$0.3K$0.3K ▲ 6.5% 0.0% $0.2K (9%) Stable
→ $0.3K next
Azure DevOps
Vaughn Yilmaz
$827 (51%) +2 more
CC018-04018 $1.4K $0.0K$0.0K$1.3K ▲ 3054.6% 0.0% $0.1K (9%) Accelerating
→ $1.7K next
Virtual Machines
Vaughn Yilmaz
$1K (100%)
CC017-04017 $0.4K $0.2K$0.2K$0.0K ▼ 100.0% 0.0% $0.0K (10%) Accelerating
→ $0.2K next
Azure Machine Learning
Tatum Varga
$416 (100%)
Chargeback by User Cursor
Showing last 3 completed months (current month excluded to avoid partial-data skew)
Person-level chargeback — per-user AI tooling spend. Currently sourced from Cursor seat-level data; cloud rows appear here when resources are tagged with Owner=email@....
20 useremail(s) shown · totalling $4.91M in effective spendsortable by clicking column headers
Filter:
User Total Spend Mar 2026Apr 2026May 2026 MoM % of Total Savings AI Trend Top Service
Vaughn Yilmaz $2,314.0K $142.3K$144.4K$137.6K ▼ 4.8% 46.1% $205.1K (8%) Stable
→ $136.7K next
Storage Accounts
Hart Ashworth $884.6K $0.0K$0.0K$0.0K ■ 0.0% 17.6% $88.3K (9%) Sharp drop
→ $15.3K next
Azure Databricks
Reeve Petrov $457.4K $129.7K$231.9K$46.3K ▼ 80.0% 9.1% $26.7K (6%) Sharp drop
→ $52.5K next
Azure Marketplace
Tatum Varga $367.0K $27.6K$24.9K$30.6K ▲ 22.6% 7.3% $36.5K (9%) Growing
→ $30.6K next
Azure Machine Learning
Greer Xiong $111.5K $0.0K$0.0K$5.2K ■ 0.0% 2.2% $10.5K (9%) Sharp drop
→ $0.0K next
Virtual Machines
Cameron Ahmed $104.1K $9.5K$10.9K$16.9K ▲ 55.1% 2.1% $10.3K (9%) Accelerating
→ $19.9K next
Xylo SCM Enterprise Cloud
Ellis Romano $95.0K $0.0K$0.0K$0.0K ▼ 100.0% 1.9% $8.8K (8%) Sharp drop
→ $0.0K next
Azure AI Search
Pax Weiss $87.8K $7.8K$7.6K$7.8K ▲ 2.2% 1.7% $8.8K (9%) Stable
→ $7.7K next
Azure Data Factory
James Q Hong $85.0K $22.6K$22.2K$32.6K ▲ 47.0% 1.7% $8.5K (9%) Accelerating
→ $35.8K next
Azure App Service
Abhishek kumar $79.1K $0.0K$0.0K$79.1K ■ 0.0% 1.6% $6.4K (8%) Insufficient data
→ $0.0K next
Storage Accounts
Sushrut S Modak $55.3K $0.4K$0.4K$10.7K ▲ 2527.9% 1.1% $0.5K (1%) Accelerating
→ $14.1K next
Microsoft.Fabric
Cassidy Klein/ Karen Chan $53.1K $17.3K$18.2K$12.2K ▼ 33.1% 1.1% $5.1K (9%) Sharp drop
→ $10.7K next
Virtual Machines
Joss Karim $48.4K $15.9K$14.6K$11.3K ▼ 22.3% 1.0% $4.4K (8%) Sharp drop
→ $9.4K next
Azure Machine Learning
Ted Cupp, Vaughn Yilmaz $42.1K $0.0K$0.0K$0.0K ■ 0.0% 0.8% $1.2K (3%) Sharp drop
→ $0.0K next
Virtual Machines
Nico Quintana $40.0K $15.9K$15.7K$3.0K ▼ 81.2% 0.8% $3.9K (9%) Sharp drop
→ $0.0K next
Azure App Service
Nitin R Goyal $28.7K $0.0K$0.0K$0.0K ■ 0.0% 0.6% $2.8K (9%) Stable
→ $2.6K next
Azure SQL Database
Remy Zhao $16.1K $0.3K$0.3K$2.3K ▲ 677.3% 0.3% $1.6K (9%) Accelerating
→ $3.0K next
Azure Machine Learning
Bellamy Herrera $14.7K $0.0K$0.0K$14.5K ▲ 82480.7% 0.3% $1.5K (9%) Accelerating
→ $19.4K next
Azure App Service
Peyton Das $12.3K $3.9K$5.0K$0.0K ▼ 100.0% 0.2% $1.2K (9%) Accelerating
→ $5.8K next
Storage Accounts
Vaughn Yilmaz $9.7K $0.8K$0.7K$7.9K ▲ 967.5% 0.2% $0.6K (6%) Accelerating
→ $10.3K next
Virtual Machines
Anomaly Detection AI
PeriodProviderService Actual Expected Deviation Severity Trend 90d Impact
2026-04 AWS Amazon Elastic Compute Cloud $33.4K $5.3K +535% High Volatile $67K
→ Recommended action Investigate Amazon Elastic Compute Cloud spike — check for orphaned VMs, autoscaling misconfiguration, or new workload onboarding that bypassed cost review. spend pattern is highly volatile. if unaddressed: ~$67K over next 90 days.
2026-04 Azure Azure Marketplace $108.1K $25.4K +326% High Volatile $106K
→ Recommended action Investigate category-wide Other event (check Azure Service Health / AWS Health Dashboard / GCP Service Health for outages, pricing changes). spend pattern is highly volatile. if unaddressed: ~$106K over next 90 days.
2026-02 Azure Azure Bastion $1.0K $1.1K -8% High One-off $3K
→ Recommended action Investigate category-wide Networking event (check Azure Service Health / AWS Health Dashboard / GCP Service Health for outages, pricing changes). appears to be a one-time event. if unaddressed: ~$3K over next 90 days.
2026-02 Azure VPN Gateway $0.9K $1.0K -8% High One-off $3K
→ Recommended action Investigate category-wide Networking event (check Azure Service Health / AWS Health Dashboard / GCP Service Health for outages, pricing changes). appears to be a one-time event. if unaddressed: ~$3K over next 90 days.
2026-02 Azure Azure Firewall $0.8K $0.8K -8% High One-off $2K
→ Recommended action Investigate category-wide Networking event (check Azure Service Health / AWS Health Dashboard / GCP Service Health for outages, pricing changes). appears to be a one-time event. if unaddressed: ~$2K over next 90 days.
2026-02 Azure API Management $8.5K $9.2K -8% High One-off $28K
→ Recommended action Validate the cost drop in API Management is intentional (workload shift, decommission, or data-loss issue). appears to be a one-time event. if unaddressed: ~$28K over next 90 days.
2025-10 Azure Storage $2.8K $0.8K +242% High Volatile $4K
→ Recommended action Audit Storage for stale data — apply lifecycle policies to move cold data to archive tiers, and review snapshot/backup retention. spend pattern is highly volatile. if unaddressed: ~$4K over next 90 days.
2026-02 Azure Azure Analysis Services $1.2K $1.3K -8% High One-off $4K
→ Recommended action Validate the cost drop in Azure Analysis Services is intentional (workload shift, decommission, or data-loss issue). appears to be a one-time event. if unaddressed: ~$4K over next 90 days.
2026-04 Azure Azure ExpressRoute $0.1K $0.3K -74% High Recovering
→ Recommended action Investigate category-wide Networking event (check Azure Service Health / AWS Health Dashboard / GCP Service Health for outages, pricing changes). cost is already trending back down.
2026-04 GCP Compute Engine $19.2K $7.8K +146% High Volatile $33K
→ Recommended action Investigate Compute Engine spike — check for orphaned VMs, autoscaling misconfiguration, or new workload onboarding that bypassed cost review. spend pattern is highly volatile. if unaddressed: ~$33K over next 90 days.
Optimization Recommendations AI
  1. Commitment coverage is below benchmark at 19.5%. Target 30%+ effective discount via 1-year reservations on stable workloads (Azure VMs, GCP Compute Engine).
  2. Investigate Amazon Elastic Compute Cloud on AWS: $28K above trend in 2026-04. Likely root causes: untagged dev resources running 24/7, missing lifecycle policies, or storage tier misconfiguration.
  3. Investigate Azure Marketplace on Azure: $83K above trend in 2026-04. Likely root causes: untagged dev resources running 24/7, missing lifecycle policies, or storage tier misconfiguration.
  4. Storage is your top cost driver — tier infrequently-accessed data to cool/archive (Azure) or Nearline/Coldline (GCP) via lifecycle rules. Typical savings: 40-70% on aged data.
What Changed (Last 3 Months) AI
Azure Marketplace Azure Volatile
$108K → $1K
▲ $25K (-106%)
→ Investigate category-wide Other event (check Azure Service Health / AWS Health Dashboard / GCP Service Health for outages, pricing changes). spend pattern is highly volatile. if unaddressed: ~$106K over next 90 days.
Amazon Simple Storage Service AWS Volatile
$68K → $68K → $53K
▼ $15K (-22%)
→ Spend decreased — verify intentional (workload shift, decommission, or reservation kicked in) rather than data loss
Cursor - Manual AI Sustained
$6K → $20K → $16K
▲ $9K (+144%)
→ Likely cause: new Cursor seats activated or per-seat usage growth — audit team-license assignments and active developer count
Xylo SCM Enterprise Cloud Azure Accelerating
$9K → $11K → $17K
▲ $7K (+82%)
→ Xylo SCM Enterprise Cloud is on an accelerating cost trajectory — investigate root cause and consider commitment-based discounts if growth is expected to continue. spend is accelerating. if unaddressed: ~$41K over next 90 days.
Microsoft.Fabric Azure One-off
$16K → $21K → $23K
▲ $7K (+43%)
→ Review Microsoft.Fabric cost drivers — identify whether the change reflects expected workload growth or a configuration issue. appears to be a one-time event. if unaddressed: ~$61K over next 90 days.
Compute Engine GCP Volatile
$7K → $19K
▼ $7K (-100%)
→ Validate the cost drop in Compute Engine is intentional (workload shift, decommission, or data-loss issue). spend pattern is highly volatile. if unaddressed: ~$33K over next 90 days.
Copilot Copilot Business Copilot Accelerating
$3K → $4K → $10K
▲ $6K (+195%)
→ Likely cause: accelerating workload growth — investigate root cause and assess commitment-discount eligibility
Amazon Elastic Compute Cloud AWS Volatile
$352 → $34K → $5K
▲ $5K (+1386%)
→ Investigate Amazon Elastic Compute Cloud spike — check for orphaned VMs, autoscaling misconfiguration, or new workload onboarding that bypassed cost review. spend pattern is highly volatile. if unaddressed: ~$67K over next 90 days.