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Trusted by Data Platforms

A system built to understand cloud behavior - not just report it.

Quper's proprietary engine ingestion layer maps real-time infrastructure metrics to finops outcomes, creating a unified semantic model of your cloud.

Quper · Cloud Intelligence
Live
Observe Detect Decide Govern
Spend Overview · This Week
Total Spend
$127K
↑ 12.4% vs last week
Services
24
+3 this month
Anomalies
2
active now
Daily Spend Thu ↑250% anomaly
↑ 250%
Mon
Tue
Wed
Thu
Fri
Sat
Sun
EC2 · AWS $48.2K
Snowflake $31.4K
BigQuery $19.8K
Runaway EC2 · us-east-1
Detected Thu 09:42 AM · 2h 14m running
CRITICAL
Daily cost · 7-day window Apr 15 – 21
Thu 09:42 $2.1K/hr
Mon Tue Wed Thu Fri Sat Sun
Usage Rate
$2.8K/hr
↑ 3.4× normal
Running Since
2h 14m
Thu · 09:42 AM
EOD Forecast
$67K
if unresolved
AI Action · Optimization Found
Optimization Found
Recommended by Vidura AI · 2 min to apply
WAREHOUSE_COMPUTE_STAGING
Resize Large → Small · 8% avg utilization
Auto-stop: off 8 PM – 8 AM daily
Spend alert set at $10K threshold
Est. Monthly Savings
$1,450/mo
Optimized
Policy Compliance · 65 → 90 after enforcement
65 72 80 87 90
Score
Policy Applied
Compliance by Policy
Budget limits
92%
Tag coverage
78%
Team owners
85%
Fully governed · $8.4K auto-saved this month
Vidura
Vidura
Monitoring 847 signals across your cloud infrastructure.
EC2 spend is 250% above baseline — isolating the signal now.
Resize + auto-stop = $1,450/mo saved. One-click applied.
All policies enforced. Score 65 → 90. $8.4K saved this month.
Observe Detect Decide Govern
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Observe. Detect. Decide. Optimise.

Four intelligent steps that turn raw cloud data into decisive action giving your team complete control over every dollar spent.

Observe

Spend & Usage Details

Get a complete breakdown of every dollar spent across your cloud — by service, team, workload, and region. No more guessing where the money is going.

Granular cost attribution across services, accounts, and tags
Real-time usage tracking with daily and hourly resolution
Unified view across AWS, GCP, Azure, Snowflake, and Databricks
Explore spend visibility →
Cloud Spend Overview
This week · All services
Live
Total Spend
$127K
↑ 12.4% vs last week
Active Services
24
+3 added this month
Anomalies
2
active now
Daily Spend · This Week
Normal
Spike
Mon
Tue
Wed
↑ 250%
Thu
Fri
Sat
Sun
Top Services by Spend
EC2 · AWS
$48.2K
Snowflake
$31.4K
BigQuery · GCP
$19.8K
Databricks
$14.6K
EC2 spike detected
Thu · ↑250% above baseline
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Cost Signal Detection
Anomalies · Real-time
Alert
Usage Rate
$2.8K/hr
↑ 3.4× normal
Running Since
2h 14m
Thu · 09:42 AM
EOD Forecast
$67K
if unresolved
Mon Tue Wed Thu Fri Sat Sun
EC2 us-east-1
$12.4K
RDS · prod-db
$3.8K
Lambda · ingest
$2.2K
EC2 runaway detected
us-east-1 · $2.1K/hr overage · 2h 14m
Detect

Cost Signal

Quper detects abnormal cost patterns the moment they emerge — not days later. Every signal comes with the full context of what changed, which workload is responsible, and what it's costing you per hour.

ML-powered anomaly detection on spend and usage patterns
Instant alerts with root cause linked to specific resources
Cost spike forecasting before bills arrive
Explore cost signals →
Decide

Action Intelligence

Stop staring at charts and start acting. Quper surfaces prioritised recommendations tied directly to impact — so your team knows exactly what to fix, in what order, and why it matters.

Right-sizing and idle resource recommendations with one-click context
Impact estimates so teams can prioritise by savings potential
Decision trails that align engineering, finance, and leadership
Explore action intelligence →
EC2 us-east-1 -$890/mo
RDS · prod-db -$340/mo
Lambda · ingest -$220/mo
Scanning inventory... Detecting idle resources... Calculating savings potential...
Optimization Found
Recommended by Vidur AI Savings possible in staging-db
Downsize oversized cluster
Scale WAREHOUSE_COMPUTE_STAGING from Large to Small. Average utilization is only 8%.
Est. savings: $1,450/mo Applied in 22 seconds
Total Saved $1,450 per month
! Waste detected
Optimizing...
Spend optimized
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Idle EC2 Terminated
Budget Cap $8.4K Saved
Policy Compliance
Budget · Tags · Resources · This month
Needs work Compliant
Gov Score
65
90
out of 100
Policies Active
4
all enforced
Auto-Saved
$2.1K $8.4K
before policies this month
65
90
Score
Compliance by Policy
Budget limits
92%
Tag coverage
64%
Idle resources
38% 78%
Team owners
85%
Analyzing
! 3 gaps found
Enforcing
Fully governed
Optimize

Cost Governance

Set the rules. Quper enforces them. Establish team budgets, tag policies, and spend guardrails that prevent ungoverned cloud growth before it compounds into uncontrolled cost.

Budget limits with team-level cost ownership and alerting
Tag compliance enforcement with automatic gap detection
Exportable governance reports for finance and executive reviews
Explore cost governance →

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Frequently Asked Questions

Common Questions About Our Platform

What exactly Quper is?
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Your cloud is talking.
Quper helps you listen.

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