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Cloud Cost Optimizer

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Cloud cost optimization doesn't work like that.

There is no magical one-click button

Modern cloud platforms are complex ecosystems made of hundreds of services, configuration choices and pricing models that interact in ways most dashboards never show.

EC2S3RDSLambdaECSEKSDynamoDBCloudFrontRoute 53VPCIAMSQSSNSKinesisRedshiftEMRSageMakerGlueAthenaStep FunctionsAPI GatewayElastiCacheAuroraNeptuneDocumentDBMSKAppSyncFargateLightsailCloudWatch EC2S3RDSLambdaECSEKSDynamoDBCloudFrontRoute 53VPCIAMSQSSNSKinesisRedshiftEMRSageMakerGlueAthenaStep FunctionsAPI GatewayElastiCacheAuroraNeptuneDocumentDBMSKAppSyncFargateLightsailCloudWatch
CloudTrailConfigSystems ManagerSecrets ManagerKMSWAFShieldGuardDutyCodePipelineCodeBuildCloudFormationCDKX-RayEventBridgeTransit GatewayPrivateLinkCognitoAmplifySESLexPollyRekognitionTextractComprehendForecastPersonalizeElastic BeanstalkFraud Detector CloudTrailConfigSystems ManagerSecrets ManagerKMSWAFShieldGuardDutyCodePipelineCodeBuildCloudFormationCDKX-RayEventBridgeTransit GatewayPrivateLinkCognitoAmplifySESLexPollyRekognitionTextractComprehendForecastPersonalizeElastic BeanstalkFraud Detector

What looks simple on the surface often hides a deeply interconnected system.
And every architectural decision affects your bill.

Let's talk about the bill.

0% of cloud spend is wasted Burning money representing cloud waste

Independent research shows a consistent pattern: cloud spending grows faster than cost visibility.

Cloud Kickstart
Our platform (value) Standard (value) Our platform (cost) Standard (cost)
4 8 12 Costs Value Time (Qs) OUR PLATFORM STANDARD APPROACH Your savings

Hover over the chart to explore cost vs. value over time.

Most organizations:

  • 75% of companies reported an increase in cloud waste as their spending grew
  • 54% of cloud waste stems from a lack of cost visibility
  • 50% say complex pricing models make cost control harder
  • 94% of IT leaders say managing cloud costs is a challenge

Most companies don't know what they're actually paying for.

Well, of course, it's observability...

[2024-03-15T14:23:01Z] INFO pod/api-gateway-7b4f9 - GET /api/v2/users 200 12ms
[2024-03-15T14:23:01Z] DEBUG pod/worker-processor-3 - Processing batch #4821
[2024-03-15T14:23:02Z] WARN pod/cache-redis-1 - Memory usage at 78%
[2024-03-15T14:23:02Z] INFO pod/api-gateway-7b4f9 - POST /api/v2/orders 201 45ms
[2024-03-15T14:23:03Z] ERROR pod/payment-svc-2 - Timeout connecting to stripe
[2024-03-15T14:23:03Z] DEBUG pod/monitoring-agent - Scraping metrics endpoint
[2024-03-15T14:23:04Z] INFO pod/auth-service-1 - Token refresh for user_8421
[2024-03-15T14:23:04Z] WARN pod/api-gateway-7b4f9 - Rate limit approaching
[2024-03-15T14:23:05Z] DEBUG pod/etl-pipeline-2 - Ingesting 2.3GB from S3
[2024-03-15T14:23:05Z] INFO pod/notification-svc - Sent 142 emails in batch
[2024-03-15T14:23:06Z] DEBUG pod/api-gateway-7b4f9 - Health check OK
[2024-03-15T14:23:06Z] WARN pod/db-postgres-primary - Slow query: 2.1s
[2024-03-15T14:23:07Z] INFO pod/cdn-worker-5 - Cache invalidation complete
[2024-03-15T14:23:07Z] ERROR pod/search-elastic-1 - Index rotation failed
[2024-03-15T14:23:08Z] DEBUG pod/ml-inference-3 - Model loaded in 340ms
[2024-03-15T14:23:08Z] INFO pod/api-gateway-7b4f9 - GET /healthz 200 1ms
[2024-03-15T14:23:01Z] INFO pod/api-gateway-7b4f9 - GET /api/v2/users 200 12ms
[2024-03-15T14:23:01Z] DEBUG pod/worker-processor-3 - Processing batch #4821
[2024-03-15T14:23:02Z] WARN pod/cache-redis-1 - Memory usage at 78%
[2024-03-15T14:23:02Z] INFO pod/api-gateway-7b4f9 - POST /api/v2/orders 201 45ms
[2024-03-15T14:23:03Z] ERROR pod/payment-svc-2 - Timeout connecting to stripe
[2024-03-15T14:23:03Z] DEBUG pod/monitoring-agent - Scraping metrics endpoint
[2024-03-15T14:23:04Z] INFO pod/auth-service-1 - Token refresh for user_8421
[2024-03-15T14:23:04Z] WARN pod/api-gateway-7b4f9 - Rate limit approaching
[2024-03-15T14:23:05Z] DEBUG pod/etl-pipeline-2 - Ingesting 2.3GB from S3
[2024-03-15T14:23:05Z] INFO pod/notification-svc - Sent 142 emails in batch
[2024-03-15T14:23:06Z] DEBUG pod/api-gateway-7b4f9 - Health check OK
[2024-03-15T14:23:06Z] WARN pod/db-postgres-primary - Slow query: 2.1s
[2024-03-15T14:23:07Z] INFO pod/cdn-worker-5 - Cache invalidation complete
[2024-03-15T14:23:07Z] ERROR pod/search-elastic-1 - Index rotation failed
[2024-03-15T14:23:08Z] DEBUG pod/ml-inference-3 - Model loaded in 340ms
[2024-03-15T14:23:08Z] INFO pod/api-gateway-7b4f9 - GET /healthz 200 1ms
[2024-03-15T14:23:01Z] INFO pod/api-gateway-7b4f9 - GET /api/v2/users 200 12ms
[2024-03-15T14:23:01Z] DEBUG pod/worker-processor-3 - Processing batch #4821
[2024-03-15T14:23:02Z] WARN pod/cache-redis-1 - Memory usage at 78%
[2024-03-15T14:23:02Z] INFO pod/api-gateway-7b4f9 - POST /api/v2/orders 201 45ms
[2024-03-15T14:23:03Z] ERROR pod/payment-svc-2 - Timeout connecting to stripe
[2024-03-15T14:23:03Z] DEBUG pod/monitoring-agent - Scraping metrics endpoint
[2024-03-15T14:23:04Z] INFO pod/auth-service-1 - Token refresh for user_8421
[2024-03-15T14:23:04Z] WARN pod/api-gateway-7b4f9 - Rate limit approaching
[2024-03-15T14:23:05Z] DEBUG pod/etl-pipeline-2 - Ingesting 2.3GB from S3
[2024-03-15T14:23:05Z] INFO pod/notification-svc - Sent 142 emails in batch
[2024-03-15T14:23:06Z] DEBUG pod/api-gateway-7b4f9 - Health check OK
[2024-03-15T14:23:06Z] WARN pod/db-postgres-primary - Slow query: 2.1s
[2024-03-15T14:23:07Z] INFO pod/cdn-worker-5 - Cache invalidation complete
[2024-03-15T14:23:07Z] ERROR pod/search-elastic-1 - Index rotation failed
[2024-03-15T14:23:08Z] DEBUG pod/ml-inference-3 - Model loaded in 340ms
[2024-03-15T14:23:08Z] INFO pod/api-gateway-7b4f9 - GET /healthz 200 1ms

Every log, metric and trace you collect has a price.

Observability can cost more than production Rising observability costs graph

Observability was supposed to give you control. Instead, it often becomes another unpredictable bill.

Observability cost this month

€0

and counting…

Logging

  • Charged per GB ingested
  • Charged per retention day
  • Charged per query

Metrics

  • High cardinality explosion
  • Per metric pricing
  • Custom metrics overhead

Tracing

  • Sampling misconfigured
  • Debug mode left on
  • Span storage costs

"We enabled everything. Just in case."

Observability without governance is financial entropy.

Only 1️⃣ thing.

Cloud optimization is not about reducing cost.

It's about engineering leverage by design

Most companies try to solve rising cloud bills with discounts, credits, or optimization tools. But those only shift cost. They don't fix the architecture. Real cost efficiency comes from engineering discipline. When the platform and architecture are right from Day one:

Cost savings are not the goal.
They are the side effect of good architecture.

A platform that enforces architectural discipline from the first commit.

LARA

Infrastructure should accelerate your business.

Not slow it down.

The difference is rarely cloud itself. It's the system behind it.

The right cloud doesn't cost less. It costs exactly what it should.

Tired of
Outages at the worst possible moment
Unpredictable cloud costs
Endless operations overhead
Alert fatigue
Constant firefighting
Last-minute budget cuts
Delayed releases

When systems evolve without structure, cost and complexity compound.

You've seen the numbers. This is where they come from.

With platform-led architecture
Predictable scaling from day one
Controlled and transparent cloud spend
Stable cost-to-revenue ratio
Faster, more confident releases
Built-in governance and FinOps
Observability without cost explosion
Infrastructure that evolves with your product

This is our platform LARA.

We are Labyrinth Labs

Designing cloud systems is our bread and butter.
We combine architecture, platform engineering and FinOps to build environments that scale predictably — technically and financially.

No quick hacks. Just systems designed properly.

One 15-minute call.

It can help you save thousands.

No sales pitch. Just a practical conversation.

Find out if Labyrinth Labs are the right experts for you

Summarize this page with AI

Need to convince your boss?

Hey [Name],

I came across site https://stopburning.money/ about cloud cost optimization. These guys from https://stopburning.money/ seem to really understand cloud architecture and FinOps.

Might be worth a short call with them...

Labyrinth Labs

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