Now in private beta · v1.0

The Cognitive
Cloud OperatingAutomatingOptimizingGoverning
System.

Automate cloud operations across AWS, GCP, and Azure. Cut costs by up to 70%. Eliminate toil. Move faster than your infrastructure can drift.

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console.xamops.com / overview
aws · gcp · azure
Monthly savings
$1.84M
+18.2% vs last month
Spot Automation68%
Disk Rightsizing22%
Reservation Coverage7%
DBOps3%
Hourly compute spend · 7 days
Spot conversion in progress
On-demandSpot
Instances replaced
2,418
Eviction rate
0.34%
Coverage
92.1%
Live activity
  • 08:21:04asg-prod-api ↗ converted 14 → spot
  • 08:20:51ebs-vol-09a3 resized 500→160 GB
  • 08:20:32rds-orders ↺ minor-version patch
  • 08:19:58gke-batch ↗ scaled 18 → 26
  • 08:19:14iam policy drift remediated
  • 08:18:02reservation cov. → 84% (+2.1)
aws.ec2 · spotgcp.mig · preemptibleazure.vmssk8s · soonfinops · ri/cud
[ 02 ] Spot Automation

70% savings on compute, automated.

AutoSpotting replaces on-demand instances with spot capacity across AWS Auto Scaling Groups, GCP Managed Instance Groups and Azure VMSS. Per-instance SKU rules, eviction handling, and a guaranteed minimum of regular VMs.

Avg savings
68%
Eviction
0.34%
Coverage
92%
Learn more
Replacement loop
autospotting v3.2
Validate
Convert
Scale
Verify
Replace
asg-prod-api · 64 instances
converting
Spot ratio
86%
Eviction
0.34%
Min regular
4
[ 03 ] Disk Rightsizing

Stop paying for disk you don't use.

No other platform automates this. Continuous volume monitoring, recommendations, and safe automated resize for AWS EBS, GCP Persistent Disk and Azure Managed Disks, including filesystem expansion.

Avg reduction
38%
Volumes
12,400+
Downtime
0s
Learn more
Volume rightsizing
EBS·PD·Managed Disk
Volume utilization
avg use 18%
Provisioned 500 GB · Recommended 160 GB
Plan
  • Snapshot00:14
  • Modify volume00:42
  • Filesystem resize01:08
  • Verify IOPS00:30
Estimated savings
$3,420/mo
vol-09a3f1c5b · prod-orders-db auto-resize scheduled · 02:00 UTC
[ 04 ] DBOps

Database operations on autopilot.

Automated scaling, backup verification, performance optimization, and patch windows across RDS, Cloud SQL, Cosmos and beyond. Stop being on-call for routine database work.

Manual pages
0
Routines
12/day
DBs
340+
Learn more
rds-prod-orders
healthy
PostgreSQL 16
replicas 2 · qps 4.2k
cloudsql-billing
healthy
MySQL 8
replicas 1 · qps 1.1k
azure-cosmos-cart
optimizing
Cosmos NoSQL
RU/s 18k → 9k
rds-staging-api
patching
PostgreSQL 16
minor 16.2 → 16.4
Last 24h · 0 manual interventions · 12 routines automated
0 pages
[ 05 ] SecOps

Security automation that ships with your code.

Continuous CIS posture checks, drift detection, and automated remediation that runs alongside CI/CD instead of after the fact. Multi-cloud coverage, single policy plane.

CIS coverage
94%
Critical
0
MTTR
4m
Learn more
Posture timeline · 30 days
Apr 04May 04
Auto-remediations
  • Public S3 bucket
    access removed · 02:14
  • Open security group :22
    restricted · 02:08
  • Stale IAM key (>90d)
    rotated · 01:55
  • IMDSv1 instance
    enforced v2 · 01:40
CIS coverage
94%
Critical findings
0
MTTR
4m 12s
[ 06 ] Flagship automations

Every automation. One control plane.

[ 07 ] Cost Analytics

See exactly what you spend. Cut the rest.

Real-time savings dashboards, daily aggregations, reservation/commitment coverage for RIs, CUDs and Savings Plans, and forecasting that engineering managers actually trust.

Coverage
80%
Forecast Δ
±2%
Reports
Live
Learn more
Reservation coverage · this quarter
RIs · CUDs · Savings Plans
80%covered
On-demand$612k
Reserved$1.4M
Savings Plans$760k
Forecast Q3 · $7.8M ↘ $5.1M with optimizations
[ 08 ] SRE Investigation

From alert to root cause. Faster.

AI-assisted log triage, anomaly detection, and an investigation timeline that stitches metrics, logs and traces. Powered by XamOps Agents, with auto-detected incident feeds.

Faster RCAs
11×
Logs/sec
1.2M
Recall
98%
Learn more
Investigation · INC-2147
api-orders p99 spike
investigating
09:14:02
Anomaly detected
p99 latency 1.2s → 4.6s
09:14:18
Correlated metrics
CPU on rds-prod-orders +62%
09:14:34
Logs scanned
12,403 lines · 3 candidate causes
09:14:51
Root cause hypothesis
index miss on orders.created_at after migration v218
09:15:03
Suggested fix
CREATE INDEX CONCURRENTLY ix_orders_created_at
[ 09 ] Roadmap

The cognitive layer,
arriving soon.

We're building toward a cloud that runs itself. These modules are in customers' hands now, ahead of general availability.

01In progress
Pricing calculator

Build and price an architecture before you deploy, with a saveable estimate cart. AWS live, GCP and Azure in progress.

FinOps
02Beta
Observability

Logs, metrics, traces and alerts in one module with guided agent setup.

Observability and reliability
03Pre-release
AI SRE investigations

Automated root-cause investigations with an RCA timeline, triggered by detection events or manually.

Observability and reliability
[ 10 ] Ready

Ready to operate
smarter?

Thirty minutes. We'll connect to a sandbox account and show your cloud automated live. No slides, no theater.

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