Kairo Labs (Demo) ● Demo Environment · eu-west-2

SIMULATION You are viewing a simulated AWS environment. No real cloud resources or credentials are used.

INFRASTRUCTURE OVERVIEW

Good evening, operator.

Here is what RONIN sees across your simulated environment.

MONTHLY AWS SPEND · SIMULATED £286.40 ↑ 29.2% vs baseline

POTENTIAL SAVINGS £74.20/mo 25.9% opportunity

RESOURCES 20 5 service groups

HEALTH SCORE 82/100

Important findings

Cost overview · simulated

EC2

£142.60

ECS

£61.20

EBS

£37.40

Load Balancers

£29.10

Other Services

£16.10

RONIN RECOMMENDATION

“staging-api-01 has averaged 1.8% CPU for 96 hours. Review whether it needs to run continuously.”

Deterministic template · no external AI

Recent demo activity

Rules evaluation completed

Cost snapshot refreshed

Health score calculated

SYNTHETIC INVENTORY

Resources

Operational details from Kairo Labs’ fictional environment.

Resource Service Type State Cost

production-web-01 i-001 EC2 t3.large ● running £62.40

production-web-02 i-002 EC2 t3.large ● running £62.40

staging-api-01 i-003 EC2 m5.large ● running £14.30

dev-worker-01 i-004 EC2 m5.xlarge ● running £3.50

production-api-cluster ecs-01 ECS Fargate cluster ● active £61.20

production-db-data vol-01 EBS gp3 320 GiB ● in-use £29.90

staging-snapshot-temp vol-02 EBS gp3 80 GiB ● available £7.50

production-postgres rds-01 RDS db.t4g.medium ● available £0.00

production-public-alb alb-01 ALB Application LB ● active £21.40

staging-api-alb alb-02 ALB Application LB ● active £7.70

audit-trail demo-01 Other CloudTrail ● active £2.10

demo-artifacts demo-02 Other S3 ● active £1.90

application-logs demo-03 Other CloudWatch ● active £3.40

public-zone demo-04 Other Route 53 ● active £0.80

secrets-demo demo-05 Other Secrets Manager ● active £1.30

events-bus demo-06 Other EventBridge ● active £0.70

alerts-topic demo-07 Other SNS ● active £0.30

job-queue demo-08 Other SQS ● active £0.40

container-registry demo-09 Other ECR ● active £1.20

nat-egress demo-10 Other Networking ● active £4.00

DETERMINISTIC RULES ENGINE

Findings

Every result is traceable to a simple demo rule.

warning

Possible underutilised instance

staging-api-01 · i-003

£7.15/mo

RULE / THRESHOLD

Average CPU below 5% for at least 72 hours.

OBSERVED

Average CPU: 1.8%

Observation period: 96 hours

RESULT

Sustained utilisation is below the demo threshold.

RECOMMENDATION

staging-api-01 has averaged 1.8% CPU for 96 hours. Review whether it needs to run continuously.

medium

Potentially oversized EC2 instance

dev-worker-01 · i-004

£1.80/mo

RULE / THRESHOLD

CPU below 15% and memory below 25% for at least 168 hours.

OBSERVED

Average CPU: 7.2%

Average memory: 14.5%

Instance type: m5.xlarge

RESULT

Compute and memory use remain low.

RECOMMENDATION

Compare dev-worker-01 with a smaller instance class in a controlled test.

high

Unattached EBS volume

staging-snapshot-temp · vol-02

£7.50/mo

RULE / THRESHOLD

State is available and no attachment is present.

OBSERVED

Volume state: available

Attachment: none

Monthly cost: £7.50

RESULT

The volume is billed but unattached.

RECOMMENDATION

Confirm whether staging-snapshot-temp is needed, snapshot it if appropriate, then consider deletion.

high

Cost spike detected

Kairo Labs (Demo) · environment

£66.40/mo

RULE / THRESHOLD

Spend exceeds baseline by more than 20%.

OBSERVED

Current spend: £286.40

Historical baseline: £220.00

Increase: 30.2%

RESULT

Current demo spend is materially above its synthetic baseline.

RECOMMENDATION

Review EC2 growth and recent simulated resource changes.

SYNTHETIC FINOPS VIEW

Costs

Six-month spend trend

Mar
£199

Apr
£208

May
£215

Jun
£219

Jul
£222

Aug
£286

Service allocation

EC2 £142.60

ECS £61.20

EBS £37.40

Load Balancers £29.10

Other Services £16.10

IDENTIFIED OPPORTUNITY £74.20 / month

Directional estimates from educational rules, not production-grade advice.

SYSTEM PROFILE

About RONIN

Pre-beta · Demo mode

Fictional AWS data and explainable deterministic checks.

AVAILABLE NOW

Current functionality

Synthetic resources and costs
Four deterministic rules
Read-only APIs and health

PRODUCT DIRECTION

Future local-first companion

Future credential access is intended to remain local. This hosted demo does not access customer AWS accounts.

PUBLIC DEMO BOUNDARY

No credentials. No customer data.

No accounts, keys, uploads, personal data, AWS calls or write actions.