CLF-C02 Exam Guide and Cloud Concepts
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CLF-C02 Exam Guide and Cloud Concepts

Read the official CLF-C02 exam guide the way an exam writer does, candidate profile, logistics, the four domain weights, the 19 task statements, question types and the in-scope versus out-of-scope service lists, then build the cloud fundamentals the guide assumes: what cloud computing is, on-premises versus cloud, deployment and service models, the AWS value proposition, Well-Architected design principles and cloud economics, illustrated with four AWS customer case studies, plus a sourced October-2026 update box on what changed in the guide itself.

Every AWS certification begins with one document: the official exam guide. For CLF-C02 that single document does two jobs at once; it tells you exactly how the exam is built (codes, minutes, questions, cut score, weights) and it defines the cloud vocabulary you must command in Domain 1 (Cloud Concepts, 24% of scored content). Candidates who skip the guide and jump straight to flashcards fall into the same three traps: they misjudge the time budget, they confuse a scaled score with a percentage, and they cannot separate what is in scope from what merely sounds like real cloud work.

plaintext
===================================================================== CLF-C02 — AWS CERTIFIED CLOUD PRACTITIONER (FOUNDATIONAL) ===================================================================== Code .............. CLF-C02 Level .... Foundational Duration .......... 90 minutes Questions . 65 presented Scored items ...... 50 Unscored ... 15 (not identified) Scale ............. 100 - 1,000 Cut score .. 700 Scoring ........... compensatory (overall only, no per-domain pass) Cost .............. 100 USD (as of Oct 2026, taxes may apply) Validity .......... 3 years Delivery ... Pearson VUE center or online proctored Languages ......... 12 (Italian and German retire after December 31, 2026) --------------------------------------------------------------------- DOMAIN WEIGHT ITEMS (50 x w) 1. Cloud Concepts 24% 12 2. Security and Compliance 30% 15 3. Cloud Technology and Services 34% 17 4. Billing, Pricing, and Support 12% 6 ------ ----- 100% 50 --------------------------------------------------------------------- QUESTION TYPES: multiple choice | multiple response (no penalty for guessing; blank = wrong) NOTE: item counts above are 50 x weight — arithmetic, NOT published by AWS. Only the percentages are official. =====================================================================
ℹ️Note

The guide is the contract. Anything not in the exam guide, no matter how popular it is in blog posts, is not guaranteed to appear. AWS explicitly labels its two service lists "non-exhaustive and subject to change", so treat the guide as the floor of what you must know, not the ceiling.

In this lesson you will:

  • read the exam guide the way an exam writer does: code, timing, cost, scoring, languages;
  • turn domain weights into a concrete study-hour budget;
  • map all 19 task statements across the four content domains;
  • master the two question types and the compensatory scoring model;
  • separate the in-scope service list from the out-of-scope list that feeds distractors;
  • define cloud computing, and contrast on-premises versus cloud in the guide's own terms;
  • recognise the three deployment models (cloud, hybrid, on-premises) and the service-model ladder;
  • explain elasticity, scalability, high availability and agility without mixing them up;
  • state the six advantages of cloud computing and the AWS value proposition;
  • apply the Well-Architected Framework pillars and its six general design principles;
  • work through cloud economics: fixed versus variable cost, rightsizing, BYOL, automation;
  • study four real AWS customer case studies: services, numbers and sources;
  • read the October 2026 update box; which guide facts moved, and which did not;
  • practise with 12 exam-style questions plus three interactive checks.

1. What the CLF-C02 exam measures

1.1 The target candidate

CLF-C02 is a Foundational credential, and AWS's own material describes its audience as non-IT entrants, sales, product and project-management people, who need cloud literacy, not cloud engineering. Nobody expects you to build infrastructure. You are tested on judgment, vocabulary, service selection and cost awareness.

Candidate attribute
What the guide says
What it means for your prep
Code and level
CLF-C02 / Foundational
Breadth of vocabulary, not depth of implementation
Audience
Non-IT roles needing cloud literacy
Conceptual, not hands-on troubleshooting
Coding
Out of scope
No scripts, no CLI syntax memorisation
Architecture design
Out of scope
You recognise principles; you do not draw designs
Load and performance testing
Out of scope
You know that it exists, not how to run it

1.2 The out-of-scope job tasks: verbatim

The guide draws a hard line, and it is worth memorising word for word:

"The following list contains job tasks that the target candidate is not expected to be able to perform. This list is non-exhaustive. These tasks are out of scope for the exam: Coding / Designing cloud architecture / Troubleshooting / Implementation / Load and performance testing"

This list is not decoration. Items from it appear as distractors, because a distractor that sounds like "real cloud work" is the most tempting wrong answer of all.

⚠️Warning

⚠️ The scope paradox: out of scope does not mean never mentioned.

  • "Designing cloud architecture" is out of scope, yet Task 1.2 still asks you to name the Well-Architected pillars: principles, not drawings.
  • "Implementation" is out of scope, yet Task 3.1 still asks you to choose between the console, CLI, SDKs and infrastructure as code: a decision, not a build.
  • "Troubleshooting" is out of scope, yet Task 3.8 still names "tools to develop, deploy, and troubleshoot applications"; you must know the role of a tool, not debug steps. The exam wants selection and recognition; any option that asks you to write, build or debug is testing whether you spotted an out-of-scope task.

1.3 Appendix A: the technologies and concepts list

Alongside the domains, the guide carries an appendix of 28 technologies and concepts that "might appear on the exam", explicitly with no indication of their relative weight. The Domain 1 entries are cloud migration benefits, AWS Cloud Adoption Framework (CAF), cost management, global infrastructure, infrastructure as code, migration and data transfer, AWS Prescriptive Guidance, AWS Pricing Calculator, AWS Professional Services, AWS Partner Network, solutions architects and the Well-Architected Framework. Read it as a vocabulary checklist, never as a weight.

  • 📚 Did you know? The exam has two official guide artefacts that genuinely disagree: an HTML guide on docs.aws.amazon.com and an older PDF stamped "Version 1.0 CLF-C02" on d1.awsstatic.com. 13 of the 19 task statements differ between them (checked Oct 2026). The rule AWS's own structure implies: the HTML guide wins over any old PDF, blog post or third-party practice test.

2. Exam logistics: the numbers that change your strategy

2.1 The logistics table

Every row below comes from the exam guide, the certification page's "Exam overview", or the AWS Certification FAQs, all accessed October 2026.

Attribute
Value
Where it is stated
Code / level
CLF-C02 / Foundational
Exam guide
Duration
90 minutes
Exam overview
Questions presented
65 (multiple choice or multiple response)
Exam overview
Scored / unscored
50 affect your score / 15 do not: the 15 are not identified on the exam
Exam guide
Response types
MC: 1 correct + 3 distractors · MR: 2+ correct of 5+ options
Exam guide
Guessing policy
Unanswered = incorrect; no penalty for guessing
Exam guide
Score scale
Scaled 100 to 1,000; minimum passing 700
Exam guide
Scoring model
Compensatory: only the overall result must pass
Exam guide
Fee
100 USD as of Oct 2026 (Foundational-level exams; taxes such as VAT may apply)
Certification FAQs
Delivery
Pearson VUE testing centre or online proctored exam
Exam overview
Languages
12: Arabic, English, French (France), German, Italian, Japanese, Korean, Portuguese (Brazil), Spanish (Latin America), Spanish (Spain), Simplified Chinese, Traditional Chinese
Exam overview
Language retirement
Italian and German retire after December 31, 2026
Exam overview
Validity
3 years
Certification page
Renewal
Cloud Quest Recertify Cloud Practitioner (no exam), re-passing CLF-C02, or passing any one Associate- or Professional-level exam
Recertification page
Retake after a fail
Wait 14 calendar days; no limit on attempts; full fee every time
Certification FAQs
Re-sit after a pass
Blocked for 2 years (unless AWS releases a new exam guide and series code)
Certification FAQs

2.2 Worked example E1: the per-question time budget

The single most useful number in the whole guide is arithmetic that nobody publishes:

t=90×6065=5,40065≈83.1 seconds per questiont = \frac{90 \times 60}{65} = \frac{5{,}400}{65} \approx 83.1 \text{ seconds per question}

Reserve 10 minutes for review and the real budget becomes 80×60/65≈80 \times 60 / 65 \approx 73.8 seconds per item. Budgeting rule of thumb: answer fast early, then spend the surplus on the slower multiple-response items.

2.3 Worked example E2: scored versus unscored

65=50+151565=23.1% of the exam does not affect your score65 = 50 + 15 \qquad \frac{15}{65} = 23.1\% \text{ of the exam does not affect your score}

Nearly a quarter of the paper is invisible pilot material, and you cannot tell which 15 they are. The only sane strategy is to treat every single item as scored.

2.4 Worked example E3: the cost of a retake

Event
Calendar day
Wallet
First attempt (fail)
Day 0
100 USD (as of Oct 2026)
Eligible to retake
Day 14
:
Second attempt (fail)
Day 14 or later
+100 USD
Third attempt
+14 days after the second fail
+100 USD
Total after three failed attempts
:
300 USD

Three attempts cost 300 USD as of Oct 2026 plus at least 28 calendar days of waiting between them. A missed appointment is different again: it forfeits the fee but is not a failed attempt.

  • 📚 Did you know? Validity of 3 years does not mean a mandatory retake. AWS lists three renewal routes, and one of them, Cloud Quest Recertify Cloud Practitioner, needs no exam at all; alternatively, passing any Associate- or Professional-level exam renews it. So a candidate who plans to continue on the AWS path can let CLF-C02 expire deliberately.

3. The four domains and their weights

3.1 Official weights

The guide states four content domains, and the percentages are shares of scored content only:

Domain
Official weight
1. Cloud Concepts
24%
2. Security and Compliance
30%
3. Cloud Technology and Services
34%
4. Billing, Pricing, and Support
12%
Total
100%
100%

3.2 Worked example E4: derived item counts (arithmetic, not AWS's)

Multiply the 50 scored items by each weight:

plaintext
Domain weight 50 x weight reading D1 24% 12 about 12 scored items D2 30% 15 about 15 scored items D3 34% 17 about 17 scored items D4 12% 6 about 6 scored items ------ 50 scored items
📌Important

The weights are official (exam guide, Oct 2026). The item counts are arithmetic, 50 × weight, and are not published by AWS. Per-domain question counts are unknown, and because 15 of the 65 items are unscored pilots your actual test form will not match this grid exactly. Use it to allocate study time, never to predict a fixed number of questions.

3.3 From CLF-C01 to CLF-C02

The exam was updated in September 2023 (CLF-C01 ran until 18 September 2023; CLF-C02 from 19 September 2023), and the guide's own comparison appendix shows how the emphasis moved:

Domain
CLF-C01
CLF-C02
1. Cloud Concepts
26%
24%
2. Security and Compliance
25%
30%
3. Technology → Cloud Technology and Services
33%
34%
4. Billing and Pricing → Billing, Pricing, and Support
16%
12%

Three facts follow from that table: security grew by five points; billing shrank by four; and AWS states "No content was deleted from the exam": content from seven old task statements was recategorised into the new ones. The one genuine addition is Task 1.3, which introduced the AWS Cloud Adoption Framework (CAF).

3.4 Worked example E5: turning weights into study hours

Suppose you have 40 hours before exam day. The weights convert directly into hours:

plaintext
Domain weight hours (40 h) where the hours go D1 24% 9.6 h benefits, Well-Architected, CAF, economics D2 30% 12.0 h shared responsibility, IAM, compliance D3 34% 13.6 h global infrastructure, compute, storage, databases, networking, AI/ML D4 12% 4.8 h pricing models, cost tools, Support plans --------- 40.0 h

Domains 2 + 3 are 64% of the score. A candidate who spends all their time on cloud concepts because "that's the Cloud Practitioner topic" has misallocated two-thirds of the paper.


4. The task-statement map: 4 domains → 19 tasks

The guide does not publish topics; it publishes task statements: each one a "Knowledge of" plus a "Skills in" pair. Everything examinable hangs off one of these 19.

100%

4.1 Domain 1 in detail: the four tasks this course starts with

Task
Knowledge of
Skills in (what you must be able to do)
1.1 Define the benefits of the AWS Cloud
Value proposition of the AWS Cloud
Benefits of global infrastructure (speed of deployment, global reach); advantages of high availability, elasticity and agility
1.2 Identify design principles
AWS Well-Architected Framework
The six pillars; differences between the pillars
1.3 Migration benefits and strategies
Cloud adoption strategies; resources supporting the journey
Components of AWS CAF (reduced business risk; improved ESG performance; increased revenue; increased operational efficiency); identifying migration strategies (for example, database replication)
1.4 Concepts of cloud economics
Aspects of cloud economics; cost savings of moving to the cloud
Fixed vs variable costs; on-premises cost drivers; BYOL vs included licences; rightsizing; benefits of automation; economies of scale

4.2 The other 15 tasks in one line each

Task
One-line focus
2.1
Shared responsibility: AWS, customer, and shared controls, and how the line shifts by service (RDS, Lambda, EC2)
2.2
Compliance and governance: Artifact, encryption, logs (CloudTrail, Config), CloudWatch monitoring
2.3
Access management: IAM, root-user protection, least privilege, MFA, IAM Identity Center, federation
2.4
Security resources: WAF, Shield, GuardDuty, Inspector, Marketplace third parties, Trusted Advisor
3.1
Ways of operating: programmatic access (APIs, SDKs, CLI) vs console vs IaC; cloud, hybrid, on-premises deployment models
3.2
Global infrastructure: Regions, Availability Zones, edge locations; multi-AZ high availability
3.3
Compute: EC2 instance types, ECS/EKS, Fargate/Lambda, auto scaling, load balancers
3.4
Databases: RDS, Aurora, DynamoDB, ElastiCache; migration with DMS and SCT
3.5
Networking: VPC subnets and gateways, NACLs and security groups, Route 53, VPN and Direct Connect
3.6
Storage: object (S3 classes), block (EBS, instance store), file (EFS, FSx), Storage Gateway, lifecycle policies, AWS Backup
3.7
AI/ML and analytics: SageMaker AI, Lex; Athena, Kinesis, Glue, Quick Sight
3.8
Other categories: EventBridge, SNS, SQS; Connect, SES; CodeBuild, CodePipeline, X-Ray; AppStream 2.0, WorkSpaces; Amplify; IoT Core; AWS Support
4.1
Pricing models: On-Demand, Reserved, Spot, Savings Plans, Dedicated, Capacity Reservations; storage tiers; data transfer in/out
4.2
Cost tools: Budgets, Cost Explorer, Pricing Calculator, Organizations consolidated billing, cost allocation tags, the Cost and Usage Report
4.3
Support and resources: whitepapers, Prescriptive Guidance, Knowledge Center, re:Post, Support plans, Trusted Advisor, Health Dashboard, Marketplace, Professional Services

5. Question types and scoring mechanics

5.1 Exactly two question types

Type
Structure
Credit rule
Multiple choice
One correct response and three incorrect responses (distractors)
Select the single best answer
Multiple response
Two or more correct responses out of five or more options
Every correct response is required for credit

There are no ordering, matching, drag-and-drop or case-study items in the CLF-C02 guide: if a practice test shows you those, it is not following this exam's guide.

5.2 The scoring pipeline

100%

Compensatory means one thing: only the overall result must clear 700. You do not need to reach 700 inside each domain: a weak Domain 4 can be carried by a strong Domain 3, and dominating one domain cannot rescue an overall score below the cut.

5.3 Worked example E6: 700 is not 70%

700 out of 1,000 looks like 70%, and the naive conversion 0.70×50=350.70 \times 50 = 35 correct answers is arithmetically clean, and wrong as an exam fact. The scale starts at 100, so the usable range is 1,000−100=9001{,}000 - 100 = 900 points:

700−100900=600900≈66.7%\frac{700 - 100}{900} = \frac{600}{900} \approx 66.7\%

AWS scales scores across multiple exam forms that may differ in difficulty, so the raw number of correct answers required for 700 is not fixed and is not published. The only deterministic rule is behavioural: unanswered items are scored incorrect, so answer all 65.

⚠️Warning

Never leave an item blank "to be safe". There is no penalty for guessing: a wrong guess costs you nothing beyond the point you would have lost by skipping, while a blank guarantees zero. Habit: eliminate, commit, flag, move on. At ~83 seconds per item, a question you "meant to return to" is the most expensive habit on this exam.


6. In-scope versus out-of-scope services

6.1 Two lists, one rule

The guide publishes an In-Scope AWS Services list spanning 19 categories, and a separate Out-of-Scope AWS Services list. Both are labelled non-exhaustive and subject to change (as of Oct 2026). The in-scope list is what you must recognise; the out-of-scope list tells you which names are being used as baits.

In-scope category (19 total)
Names the guide lists
Analytics
Athena, EMR, Glue, Kinesis, OpenSearch, Quick Sight, Redshift
Application Integration
EventBridge, SNS, SQS, Step Functions
Cloud Financial Management
AWS Budgets, Cost and Usage Reports, Cost Explorer, AWS Marketplace
Compute
Batch, EC2, Elastic Beanstalk, Lightsail, Outposts
Containers
ECR, ECS, EKS
Database
Aurora, DocumentDB, DynamoDB, ElastiCache, Neptune, RDS
Machine Learning
Comprehend, Lex, Polly, Q, Rekognition, SageMaker AI, Textract, Transcribe, Translate
Management and Governance
Auto Scaling, CloudFormation, CloudTrail, CloudWatch, Compute Optimizer, Config, Control Tower, Organizations, Trusted Advisor, Well-Architected Tool, …
Migration and Transfer
Application Discovery Service, Application Migration Service, DMS, Migration Evaluator, Migration Hub, SCT
Networking and Content Delivery
API Gateway, CloudFront, Direct Connect, Global Accelerator, PrivateLink, Route 53, Transit Gateway, VPC, VPN
Security, Identity, and Compliance
Artifact, ACM, CloudHSM, Cognito, Detective, GuardDuty, IAM, IAM Identity Center, Inspector, KMS, Macie, RAM, Secrets Manager, Security Hub, Shield, WAF
Serverless
Fargate, Lambda
Storage
AWS Backup, EBS, EFS, Elastic Disaster Recovery, FSx, S3, S3 Glacier, Storage Gateway

6.2 The out-of-scope list: services that exist but are not examinable

  • Amazon AppFlow
  • AWS Clean Rooms
  • AWS Data Exchange
  • Amazon DataZone
  • Amazon MSK
  • AWS AppFabric
  • Amazon WorkDocs
  • AWS Wavelength
  • AWS Copilot
  • Amazon GameLift
  • AWS CloudShell
  • AWS CodeDeploy
  • AWS CodeArtifact
  • AWS Device Farm
  • Amazon CodeGuru
  • AWS IoT Greengrass
  • Amazon Fraud Detector
  • Amazon Personalize
  • Amazon Lookout for Metrics
  • AWS Chatbot
  • AWS Billing Conductor
  • all AWS Elemental media services
  • Amazon MemoryDB
  • AWS Network Firewall
  • AWS RoboMaker
  • Amazon FSx for Lustre
  • AWS Transfer Family
  • AWS IQ
  • AWS Activate
  • AWS Managed Services (AMS)
  • Amazon Keyspaces
  • AWS Launch Wizard
  • AWS AppConfig
  • Amazon Data Lifecycle Manager
  • Amazon Elastic Transcoder
  • AWS Cloud Map
  • AWS Ground Station
  • Amazon VPC Lattice
  • Amazon Cloud Directory
  • AWS Migration Hub Refactor Spaces
  • AWS Network Access Analyzer
  • AWS IoT Device Defender
  • Amazon Monitron
  • AWS Application Composer
  • Amazon Interactive Video Service (Amazon IVS)
📌Important

A service being out of scope does not mean it is fake, deprecated or wrong. These are real, current AWS services. They simply cannot be the correct answer to a CLF-C02 question while an in-scope service fits. If a question's best-sounding option is on the out-of-scope list, keep reading: a better, in-scope option is almost certainly there.

6.3 Naming traps in the in-scope list

  • The guide spells it "Amazon Quick Sight" (two words): the product page says QuickSight.
  • Task 4.2 says "AWS Cost and Usage Report" while the service list says "AWS Cost and Usage Reports" (plural).
  • It is "AWS IAM Identity Center": the old "(AWS Single Sign-On)" wording no longer appears.
  • AWS VPN, AWS Site-to-Site VPN and AWS Client VPN are listed as three separate bullets, not one service with three modes.
  • The service is Amazon SageMaker AI: the older "SageMaker" name without "AI" is what older practice tests use.

6.4 Which guide wins

Artefact
Status (Oct 2026)
Rule
HTML guide on docs.aws.amazon.com
Current
Use this one
PDF stamped "Version 1.0 CLF-C02"
Older; 13 of 19 task statements differ
Reference only
Third-party practice tests
Vary
Never authoritative

The HTML version dropped items such as "AWS Snowball" and "AWS Audit Manager" from task statements, and changed the service lists substantially: the out-of-scope list went from 11 names in 3 categories in the PDF to a far longer list in the HTML.

  • 📚 Did you know? AWS Snowball is a trap in two directions at once: the older PDF exam guide still names it inside Task 1.3, yet it appears on neither the current in-scope list nor the out-of-scope list, and the Snowball Edge documentation carries a banner stating the device is no longer available to new customers (as of Oct 2026). Both service lists are non-exhaustive, so AWS never reconciled the contradiction; do not build your study plan around it.

2026 Updates (as of October 2026)

ℹ️Note

What actually moved between the launch-era guide and the guide you download today: every line below is checked against a primary AWS source in October 2026, and each one is examinable because the exam tests the current guide:

  • The domain weights have not moved: still 24 / 30 / 34 / 12, unchanged since CLF-C02 went live on 19 September 2023. Any prep page claiming a recent weight shift (for example "Security 28% → 30%") is uncorroborated: current exam guide PDF, p. 3, accessed Oct 2026.
  • Both service lists were rebuilt: in-scope entries 128 → 111 across the same 19 categories, out-of-scope entries 11 → 55: official in-scope and out-of-scope service pages, accessed Oct 2026.
  • Task 4.3 now teaches the post-2025 support lineup: its example reads "customer service and communities, Basic Support, AWS Business Support+, AWS Enterprise Support, AWS Unified Operations"; Developer, classic Business and Enterprise On-Ramp took no new subscriptions after 2 December 2025 (exam guide Task 4.3; AWS News Blog, 2 Dec 2025).
  • Task 4.2 dropped AWS Billing Conductor: the current wording is only "AWS Budgets and AWS Cost Explorer", and Billing Conductor now sits on the out-of-scope list, where it can only be a distractor (launch-era vs current exam guide, accessed Oct 2026).
  • Global infrastructure keeps growing: 39 Regions and 124 Availability Zones, with 7 more AZs and 2 more Regions (Kingdom of Saudi Arabia and Chile) announced but not yet open (Regions and AZs map, accessed Oct 2026: verify current before use).
  • Two languages are on the clock: 12 languages are offered, but Italian and German retire after December 31, 2026 (certification page, accessed Oct 2026).
  • 📚 Did you know? The current exam guide PDF carries no version number at all; it prints only "Copyright © 2026", and the single stamped artefact still circulating is the launch-era "Version 1.0 CLF-C02". The uiVersion=2024.10 you can see in the docs URL is the AWS Docs site-template version, not a guide revision date (checked Oct 2026). There is also no AWS changelog page for this guide, so "the guide was refreshed in March 2026" style claims are unverifiable.

7. Cloud basics: what the cloud is, and what changes when you move

7.1 What cloud computing is

On this exam, cloud computing is defined by its consequence rather than by hardware: you stop owning and maintaining infrastructure and instead consume a metered service, paying only while it runs. AWS's own advantages page carries the whole economic argument in one line:

"Trade fixed expense for variable expense … pay only when you consume computing resources"

AWS describes the platform as offering over 200 fully featured services (as of Oct 2026), and its origins page states the founding intent was to let anyone "access the same powerful technology as the world's largest and most sophisticated companies". The six advantages in Section 8 are what Task 1.1 means by the "value proposition of the AWS Cloud".

7.2 On-premises versus cloud

Dimension
On-premises
AWS Cloud
Expense type
Fixed / capital, bought before it is used
Variable / operational, metered while it runs
Capacity decision
Bought for peak, idle the rest of the time
Grown or shrunk on a few minutes' notice
Refresh
Hardware refresh cycle of about 5 years (AWS, 2022)
No refresh cycle for the customer
Procurement
Typically 6 to 9 months in advance (AWS, 2022)
Minutes
Typical utilisation
Under 15% for on-premises data-centre servers (AWS, 2024)
You pay for what you consume
Over-provisioning
20% to 50% above predicted peak (AWS, 2022)
Not required: elasticity absorbs spikes
Staff work
Racking, stacking and powering servers
Offloaded to AWS
Reach
Confined to where the hardware sits
Go global in minutes

The four on-premises figures above are AWS-published industry estimates (2022 and 2024 posts), current as of Oct 2026: verify current before use.

7.3 Worked example E7: the on-premises costs a price list never shows

A hypothetical small deployment of 10 servers over a five-year horizon. The dollar inputs are illustrative assumptions, not AWS prices (as of Oct 2026: verify current before use); the point of the example is which lines are normally forgotten:

plaintext
Line item 5-year cost Server hardware $ 30,000 Annual maintenance (5 years) $ 30,000 Power and cooling $25 x 10 x 60 months $ 15,000 Floor space $ 6,000 0.25 FTE systems administrator $ 112,500 ---------- Subtotal (before licences, refresh and cost of capital) $ 193,500

The lesson is not the total; it is that four of those five lines are invisible to anyone comparing a server sticker price with an hourly rate. AWS's guidance is explicit that flawed comparisons omit labour, refresh and facilities.

7.4 Deployment models

Task 3.1 names exactly three deployment models:

100%

A hybrid model is the answer whenever part of the estate must stay on premises while new capability is built on AWS; on-premises is the answer when nothing moves; cloud is the answer when everything moves.

7.5 The service-model ladder: how much AWS takes over

The guide does not enumerate IaaS/PaaS/SaaS in a task statement, but it does test the underlying idea through the shared responsibility shift: the more managed the service, the smaller your share.

Layer
On-premises
IaaS: Amazon EC2
Managed: Amazon RDS
Serverless: AWS Lambda
Physical hardware, hypervisor
Customer
AWS
AWS
AWS
Guest OS patching
Customer
Customer
AWS
AWS (no customer OS)
Runtime, capacity, scaling
Customer
Customer
AWS
AWS
Security groups / network config
Customer
Customer
Customer
n/a
Application / function code
Customer
Customer
Customer
Customer
IAM users, roles, MFA
Customer
Customer
Customer
Customer
Data, classification, encryption
Customer
Customer
Customer
Customer
100%

Constants regardless of ladder position: physical security of the cloud is always AWS; data, IAM and encryption decisions are always the customer.

Ordering Question
How to answer

Ordering exercise with 4 items. Move them into the correct order, then check your answer.

Order the service-model ladder from where the CUSTOMER carries the most responsibility to where AWS carries the most:

On-premises: the customer owns hardware, space, power, cooling and staff
IaaS - Amazon EC2: AWS owns the physical host and hypervisor; the customer owns the guest OS, applications and security groups
Managed - Amazon RDS: AWS patches the OS and the database engine; the customer owns data, credentials and VPC configuration
Serverless - AWS Lambda: AWS runs the OS and the platform; the customer owns code, IAM and data

7.6 Four words the exam keeps apart

Term
Definition on the exam
Elasticity
Grow and shrink automatically as demand changes
Scalability
The ability to handle growth
High availability
Survive a component failure (multiple Availability Zones)
Agility
Speed of provisioning: "from weeks to just minutes"
Fill in the Blanks
How to answer

Fill-in-the-blank exercise with 5 blanks. Type the missing words, then check your answer.

Complete the cloud-concepts statements using the exam guide's own vocabulary:

The cloud trades blank expense for blank expense, so you pay only when you blank computing resources. Matching instance size and type to measured utilisation while still meeting performance is called blank, and the structural price advantage that comes from aggregating demand across hundreds of thousands of customers is called blank of scale.

Word Bank, drag words into the blanks above:

fixed
variable
consume
rightsizing
economies
capital
operating
provision
over-provisioning
autoscaling
elasticity
virtualisation

8. AWS value proposition: the six advantages

8.1 The six advantages, in AWS's wording

Task 1.1's "value proposition" is examined through six advantages, and questions frequently quote a phrase verbatim:

#
Advantage (AWS wording)
What it kills on-premises
1
"Trade fixed expense for variable expense": pay only when you consume
Buying for peak
2
"Benefit from massive economies of scale": usage from hundreds of thousands of customers is aggregated, yielding lower pay-as-you-go prices
Paying retail for one rack
3
"Stop guessing capacity": scale up or down on a few minutes' notice
20 to 50% over-provisioning
4
"Increase speed and agility": from weeks to just minutes
6 to 9 month procurement
5
"Stop spending money running and maintaining data centers": the heavy lifting of racking, stacking and powering servers
Facilities and labour
6
"Go global in minutes": lower latency for end users
Building abroad

Task 1.1 adds the four headline benefits: benefits of global infrastructure (speed of deployment, global reach) and the advantages of high availability, elasticity and agility.

8.2 Worked example E8: why economies of scale are structural, not a promotion

Two customers each need a peak of 10 units of capacity, but their peaks occur at different times (anti-correlated):

plaintext
Without aggregation: 10 + 10 = 20 units of peak hardware With aggregation: combined peak = 12 units Hardware reduction: (20 - 12) / 20 = 40% less hardware for identical demand

Because AWS aggregates demand, it buys and runs ~40% less hardware for the same total customer peak, and passes the structural saving on as a lower variable rate. That is what "massive economies of scale" means; it is not a limited-time discount.

8.3 Worked example E9: twenty years of the same price unit

AWS's own 20-year S3 retrospective gives both ends of the price curve: Amazon S3 launched on 14 March 2006 at 15 cents per gigabyte, and AWS's March 2026 post puts the current figure at slightly over 2 cents per gigabyte: roughly an 85% reduction (as of Oct 2026; verify current pricing before use). On 100 TB (102,400102{,}400 GB):

2006: 102,400×0.15≈$15,360/mo2026: 102,400×0.02≈$2,048/mo\text{2006: } 102{,}400 \times 0.15 \approx \$15{,}360/\text{mo} \qquad \text{2026: } 102{,}400 \times 0.02 \approx \$2{,}048/\text{mo}

Same unit, same service, same API: the price fell because scale and efficiency compound. The blog also notes the code written for S3 in 2006 still works unchanged, which is a durability argument as much as a price argument.

8.4 The Well-Architected Framework: Task 1.2

The framework is AWS's "best practices for designing and operating secure, reliable, efficient, cost-effective, and sustainable workloads". A review is explicitly "a constructive conversation … not an audit mechanism", and the AWS Well-Architected Tool that performs it is free and on the in-scope list.

Pillar
What it protects
Operational Excellence
Run, monitor and continually improve: including automation
Security
Protect information and systems
Reliability
Do what they should, and recover quickly from failure
Performance Efficiency
Use compute efficiently as demand and technology change
Cost Optimization
Avoid unnecessary cost
Sustainability
Minimise environmental impact
Matching Question
How to answer

Matching exercise with 6 pairs. Match each item on the left with its answer on the right.

Match each AWS Well-Architected Framework pillar to what it protects on the CLF-C02 exam:

Operational Excellence
Drop here
Security
Drop here
Reliability
Drop here
Performance Efficiency
Drop here
Cost Optimization
Drop here
Sustainability
Drop here

Drag answers from here:

Run, monitor and continually improve the workload: including automating change and response
Protect information and systems: confidentiality, integrity and availability
Do what the workload is supposed to do and recover quickly from failure
Use computing resources efficiently as demand, technology and business requirements change
Avoid unnecessary cost: the pillar that drives TCO and rightsizing conversations
Minimise the environmental impact of running cloud workloads

The framework's six general design principles all do the same underlying trick; they convert fixed, upfront, idle spending into metered, on-demand spending: stop guessing your capacity needs; test systems at production scale; automate with architectural experimentation in mind; consider evolutionary architectures; drive architectures using data; improve through game days.

  • 📚 Did you know? Three different "six/five lists" get mixed up on this exam, and they are not variants of one another: the Well-Architected Framework's 6 pillars (workload quality), the AWS Cloud Adoption Framework's 6 perspectives (organisational readiness: Business, People, Governance, Platform, Security, Operations) and the Cloud Value Framework's 5 pillars (business value, of which cost savings is only pillar 1). "Sustainability" and "Cost" appear in more than one list with different meanings: read the stem to learn which list is live.

9. Cloud economics: fixed, variable, and where the money actually goes

9.1 The core distinction

  • Fixed cost exists whether or not the service runs: owned hardware, floor space, salaried staff.
  • Variable cost tracks consumption: metered cloud resources.
  • Capex (capital expenditure) buys an asset you own and depreciate; opex (operational expenditure) pays for what you use. The cloud turns capex into opex; that is advantage #1 restated as an accounting fact.

9.2 On-premises cost drivers you must be able to name

  • Hardware + annual maintenance
  • operating-system and application licences
  • space, power and cooling
  • IT labour
  • the ~5-year refresh cycle
  • 6 to 9 month procurement
  • 20 to 50% over-provisioning
  • cost of capital
  • bandwidth

A comparison that counts only server purchase price against hourly rates is the flawed model AWS warns about.

9.3 Worked example E10: rightsizing

A server is provisioned at 12 vCPU / 64 GB but measures 25% CPU and 25% memory utilisation over a representative month:

plaintext
Provisioned 12 vCPU / 64 GB 100% Measured 3 vCPU / 16 GB 25% Right target 4 vCPU / 16 GB - matches measured demand, still meets performance Capacity removed = (12 - 4) / 12 = 66.7% of the instance

Rightsizing is not "pick the cheapest instance." It is matching size and type to measured utilisation while still meeting performance, and the order matters: right-size first, then choose a commitment or discount model.

9.4 Licensing: BYOL versus included

License included
BYOL (Bring Your Own License)
Who supplies the licence
AWS bundles it into the instance price
You bring the licence and the media
Who owns compliance
AWS
You
Cost shape
You pay only while the instance runs
Marginal licence cost ≈ 0
Best when
Variable or interruptible uptime
High uptime plus existing discounted licences

AWS License Manager is the in-scope tool that tracks licences across AWS, on-premises and other clouds.

9.5 Automation and managed services

  • Automation / infrastructure as code: templates are versioned, reviewable, repeatable and rollback-able. The guide's named automation example is AWS CloudFormation (the PDF rendering of Task 1.4 names it explicitly; the HTML guide says only "benefits of automation": accept both framings). Note the distinction: automation ≠ auto scaling. CloudFormation makes provisioning repeatable; Auto Scaling provides elasticity. Both are in scope, and they answer different questions.

  • Managed services absorb undifferentiated work: Amazon RDS takes engine patching, backups and failover; ECS and EKS take the platform; DynamoDB takes capacity and operation. RDS, ECS, EKS and DynamoDB are the named managed-service examples (again, named in the PDF version of Task 1.4).

  • 📚 Did you know? AWS deliberately frames cost as only pillar 1 of 5 in its Cloud Value Framework: total cost of ownership is the first pillar, not the whole argument, and AWS pairs it with third-party research claiming 50% lower five-year cost of operations and a 10-month payback (IDC for AWS, 2022, as cited by AWS, as of Oct 2026). Those are research findings across a customer base, never a guarantee to any individual customer.


Real-World Case Studies

AWS publishes what these abstractions look like in production. Every figure below is customer- or AWS-claimed and unaudited, with the source named so you can check it: the examinable point is the pattern (which principle was applied, which services did the work, which number moved), not the marketing.

Case A, Capital One: exiting the data centre (migration and agility)

Element
Detail
Customer
Capital One, bank (Fortune 100, regulated industry)
Challenge
Eight on-premises data centres, hardware refresh cycles, and a need to build capability faster
Services
30+ AWS services including Amazon EC2, Amazon S3, Amazon RDS, AWS Lambda, Amazon ECS, AWS Step Functions, AWS Glue, Amazon Connect, Amazon SES
Outcomes
Exited eight on-premises data centres; 80% of nearly 2,000 applications built in the cloud from the ground up; average time to build a development environment cut from 3 months to minutes; disaster-recovery testing time −70%; incident resolution and transaction errors −50%; one application's cost −90% after moving to Lambda; 103 tons of copper and steel recycled
Exam domain
Domain 1 (business value and agility) with Domain 3 hooks (migration, serverless)
Source
aws.amazon.com/solutions/case-studies/capital-one-all-in-on-aws (accessed Oct 2026)

"We are truly all in on the cloud, and AWS has been instrumental in enabling us to take full advantage of the benefits of being in the cloud.": Chris Nims, SVP cloud and productivity engineering, Capital One

⚠️Warning

Do not mix Capital One's two case-study pages. The migration page is the source for 8 data centres, 80% of ~2,000 apps, 3 months → minutes, DR −70%. A different resilience page reports critical-severity events −80 to 90% and recovery hours → minutes. Both are real AWS pages; quoting them as one set of numbers is how a "correct" fact becomes wrong.

Case B, Box: Well-Architected cost optimization (cost pillar in practice)

Element
Detail
Customer
Box, enterprise SaaS company (120,000+ enterprises)
Challenge
Improve spend efficiency without degrading security, reliability or performance
Services
AWS Well-Architected Framework and Solutions Architect reviews; Amazon S3 / S3 Glacier storage class tiering; EBS volume and snapshot hygiene; AWS CloudTrail event filtering; redesigned traffic paths around internet gateways
Outcomes
$2.23 million in savings (as of Oct 2026), itemised below
Exam domain
Domain 4 (cost optimization, storage tiers, data-transfer charges)
Source
aws.amazon.com/solutions/case-studies/box-case-study (accessed Oct 2026)
Lever
AWS-published saving (as of Oct 2026)
Cross-Availability-Zone data transfer
$438,000
Internet egress
$1.1 million per year
Storage tiering
over $500,000 per year
Logging volume
$192,000 per year
Total
$438,000 + $1,100,000 + $500,000 + $192,000 = $2,230,000 = $2.23M

"Our use of AWS best practices led to savings of over 2 million dollars, setting a new baseline…": Clay Alvord, director of FinOps and SRE, Box

Note the pattern: none of Box's four levers was a negotiation with AWS. Three are architectural (where traffic goes, which storage class, how much is logged) and one is a review process; which is precisely why the Well-Architected Cost Optimization pillar, not a discount code, is the Domain 4 concept.

Case C, Philip Morris International: 400 applications in two years (migration value)

Element
Detail
Customer
Philip Morris International (PMI), regulated consumer-goods manufacturer pivoting to smoke-free, direct-to-consumer products
Challenge
Sell its own data centres first so the retreat option disappears, then migrate while meeting GDPR and PCI obligations on a fixed two-year clock
Services
AWS Professional Services with a partner (IBM), Well-Architected reviews, Amazon RDS, a data-lake build-out, automated CI/CD pipelines
Outcomes
400 applications migrated in 2 years starting August 2020, and PMI is now described as "all in on AWS"; performance +50%; 70% of applications on automated pipelines so changes ship 80% faster; up to 50% savings on some Amazon RDS costs; 500+ people earning AWS Cloud Practitioner certifications
Exam domain
Domain 1 (migration benefits and cloud-adoption value, Task 1.3) with Domain 4 hooks (cost savings) and Domain 2 hooks (regulated workloads)
Source
aws.amazon.com/solutions/case-studies/philip-morris-case-study (accessed Oct 2026)

The examinable point is not the count of applications; it is that a regulated company bought the migration window by disposing of the hardware first, and that AWS's own text records the initial aggressive lift-and-shift attempt "yielded suboptimal results" before the programme leaned on Professional Services, Well-Architected reviews and automation. Every figure above is customer/AWS-claimed and unaudited (as of Oct 2026).

Case D, Canva: a portfolio of pricing models (cloud economics in practice)

Element
Detail
Customer
Canva, online design platform, an AWS customer from day one
Challenge
Scale cost-effectively while keeping reliability tiers aligned to free, Pro and enterprise user plans
Services
Amazon EC2 Spot for fault-tolerant free-tier projects; On-Demand plus Savings Plans for steady Pro-user capacity; Reserved Instances as a fallback; AWS cost-management tools
Outcomes
Compute costs −46% in less than two years (customer-claimed, accessed Oct 2026); the case study quotes AWS's published ceilings of up to 72% for Reserved Instances and Savings Plans versus On-Demand, and up to 90% for Spot (as of Oct 2026: verify current pricing before use)
Exam domain
Domain 1 Task 1.4 (cloud economics) feeding directly into Domain 4 Task 4.1 (compare AWS pricing models)
Source
aws.amazon.com/solutions/case-studies/canva-cost-optimization-case-study (accessed Oct 2026)

Read Canva as the counter-example to "find the one cheapest option": the answer the exam wants is a mix matched to workload shape, interruptible capacity for interruptible work, commitment for steady work, On-Demand for whatever is left, which is exactly the ordering rightsizing → commitment → Spot logic from Section 9.

Case
Principle it demonstrates
Domain
Capital One
Agility, speed of deployment, economies of scale, migration
D1 Cloud Concepts
Box
Cost optimization, storage tiers, data-transfer charges
D4 Billing, Pricing, and Support
Philip Morris International
Migration benefits in a regulated business, Professional Services, automation
D1 Cloud Concepts
Canva
Cloud economics: mixing On-Demand, Savings Plans, Reserved and Spot
D1 → D4 Billing, Pricing, and Support
  • 📚 Did you know? AWS's own Philip Morris case study is unusually candid: it states that the company's initial aggressive lift-and-shift "yielded suboptimal results": a published AWS admission that migration strategy beats migration speed. That is why Task 1.3 asks you to identify migration strategies (for example, database replication), not merely to name a rehosting tool, and why "just move it all, fast" is a classic distractor (source accessed Oct 2026).

Practice Questions

Practice Question
How to answer

Multiple-choice question with 4 options. Select one option, then choose Check Answer.

Which CLF-C02 content domain carries the largest share of scored content?

Practice Question
How to answer

Multiple-choice question with 4 options. Select one option, then choose Check Answer.

Which of the following appears on the CLF-C02 exam guide's list of job tasks the target candidate is NOT expected to be able to perform?

Practice Question
How to answer

Multiple-choice question with 4 options. Select one option, then choose Check Answer.

Which statement about CLF-C02 question types is correct?

Practice Question
How to answer

Multiple-choice question with 4 options. Select one option, then choose Check Answer.

You fail CLF-C02 today and then fail a second attempt. Assuming each attempt costs 100 USD (as of Oct 2026), what have you paid, and what is the minimum wait before each retake?

Practice Question
How to answer

Multiple-choice question with 4 options. Select one option, then choose Check Answer.

A colleague says, 'I will leave the 15 unscored questions blank so I do not waste time on them.' What is the correct interpretation?

Practice Question
How to answer

Multiple-choice question with 4 options. Select one option, then choose Check Answer.

A company currently buys servers to cover peak demand and leaves them idle most of the year. Which AWS value-proposition phrase directly addresses this problem?

Practice Question
How to answer

Multiple-choice question with 4 options. Select one option, then choose Check Answer.

Which of these services is explicitly on the CLF-C02 OUT-OF-SCOPE services list?

Practice Question
How to answer

Multiple-choice question with 4 options. Select one option, then choose Check Answer.

Which set matches the cloud deployment models named in Task Statement 3.1 of the CLF-C02 exam guide?

Practice Question
How to answer

Multiple-choice question with 4 options. Select one option, then choose Check Answer.

Which of the following is NOT one of the six AWS Well-Architected Framework pillars?

Practice Question
How to answer

Multiple-choice question with 4 options. Select one option, then choose Check Answer.

An administrator wants to cut spend on an instance provisioned at 12 vCPU / 64 GB that measures 25% CPU and 25% memory utilisation. What does the CLF-C02 concept of rightsizing require?

Practice Question
How to answer

Multiple-choice question with 4 options. Select one option, then choose Check Answer.

A colleague revises Domain 4 from the launch-era 'Version 1.0 CLF-C02' PDF, which says to know 'AWS Budgets, AWS Cost Explorer, and AWS Billing Conductor' (Task 4.2) and 'AWS Developer Support' (Task 4.3). Which statement is correct as of October 2026?

Practice Question
How to answer

Multiple-choice question with 4 options. Select one option, then choose Check Answer.

Canva, an AWS customer from day one, reports cutting compute costs by 46% in less than two years (AWS case study, accessed Oct 2026). Which mix of pricing models does AWS say Canva used to get there?

📌Important

Comparative Verdict: how this topic compares on exam day

  • Versus on-premises: on-premises is fixed/capex with a ~5-year refresh, 6 to 9 month procurement, 20 to 50% over-provisioning and sub-15% utilisation; the cloud is variable/opex, metered, elastic and global. On the exam, the cloud wins on agility, economics and reach, but on-premises is still the correct answer whenever the deployment model requested is on-premises. Never claim the cloud is always right; claim it is right for the stated requirement.
  • Versus other clouds: the guide tests AWS services only: nothing in CLF-C02 compares AWS with another provider, and the two service lists are the entire universe of examinable names. Any option that pivots to a competitor cloud, or to an unverified third-party multi-cloud statistic, is out of scope by construction. Answer with an in-scope AWS service or an AWS-published principle.
  • Versus DIY / build-it-yourself: coding, designing cloud architecture, troubleshooting, implementation and load testing are explicitly out of scope, and AWS's managed-service examples (RDS, ECS, EKS, DynamoDB) plus Infrastructure as Code (CloudFormation) show where the exam's preference lies: managed and repeatable over bespoke and manual. Choose the option with the least manual, bespoke work: an option describing hand-built infrastructure is a distractor, not a bonus.
  • Versus a manual, human process: Box's $2.23M (as of Oct 2026) and Capital One's "3 months → minutes" are customer-claimed outcomes of principles (review, tiering, elasticity), not guarantees. Treat every published percentage as "the customer achieved", never as "AWS guarantees".
⚠️Warning

⚠️ Exam-day traps for this lesson:

  • 65 presented ≠ 65 scored: 50 items affect your score, 15 do not, and the 15 are not identified; treat every item as scored.
  • 700/1,000 is a scaled score, not 70%: the scale starts at 100, and AWS does not publish the raw cut; the exact number of correct answers varies by exam form.
  • Blank = incorrect, guessing is free: never leave an item unanswered.
  • Weights are official, item counts are not: 12/15/17/6 is arithmetic on 50 scored items for planning only.
  • Compensatory scoring; you need 700 overall, not in each domain; there is no per-domain minimum.
  • Out of scope ≠ does not exist: Coding, Designing cloud architecture, Troubleshooting, Implementation and Load testing are tasks you will not perform; out-of-scope services (MSK, CodeDeploy, Network Firewall, Billing Conductor, FSx for Lustre …) are distractors, not fictional names.
  • The HTML guide beats the PDF: 13 of 19 task statements differ between them; never memorise an old PDF bullet.
  • 14 days after a fail, 2 years after a pass, and the full 100 USD (as of Oct 2026) applies to every attempt; a no-show forfeits the fee but is not a fail.
  • Elasticity ≠ scalability ≠ high availability ≠ agility: shrink, grow, survive failure, provision fast.
  • Automation ≠ auto scaling: CloudFormation makes provisioning repeatable; Auto Scaling provides elasticity.
  • Case-study numbers are unaudited customer claims: Capital One's migration and resilience pages are two different datasets; "up to" is a ceiling, not an average.
✅Success

Key Takeaways:

  1. CLF-C02 is a Foundational, 90-minute, 65-question (50 scored + 15 unscored), 100 USD exam (as of Oct 2026) with a scaled cut score of 700/1,000, compensatory scoring, no guessing penalty, 12 languages, 3-year validity and delivery through Pearson VUE (test centre or online proctor).
  2. Out-of-scope job tasks are Coding, Designing cloud architecture, Troubleshooting, Implementation and Load and performance testing; you are tested on selection and recognition, never on building or debugging.
  3. Domain weights are 24 / 30 / 34 / 12, so Domains 2 + 3 are 64% of the exam: a 40-hour plan converts to 9.6 / 12 / 13.6 / 4.8 hours.
  4. The guide publishes 19 task statements (1.1 to 1.4, 2.1 to 2.4, 3.1 to 3.8, 4.1 to 4.3); everything examinable hangs off one of them, and Appendix A's 28 technologies carry no stated weight.
  5. There are exactly two question types, multiple choice (1 correct + 3 distractors) and multiple response (2+ correct of 5+), and unanswered items are scored incorrect.
  6. On-premises is fixed/capex (≈5-year refresh, 6 to 9 month procurement, 20 to 50% over-provisioning, sub-15% utilisation); the cloud is variable/opex, aggregated into economies of scale and elastic "on a few minutes' notice".
  7. The six advantages are fixed→variable, economies of scale, stop guessing capacity, speed and agility, no data-centre upkeep, go global in minutes, and the six Well-Architected pillars are Operational Excellence, Security, Reliability, Performance Efficiency, Cost Optimization and Sustainability, reviewed with the free Well-Architected Tool.
  8. Deployment models are cloud, hybrid, on-premises; the service ladder runs on-premises → IaaS (EC2) → managed (RDS) → serverless (Lambda), while data, IAM and encryption stay the customer's at every level.
  9. Cloud economics = fixed vs variable, on-prem cost drivers, rightsizing (measured utilisation first, discount second: 12 vCPU at 25% → 4 vCPU, −66.7%), BYOL vs license-included, and automation via CloudFormation.
  10. Read every case-study number as a customer claim: Capital One exited 8 data centres with dev environments cut from 3 months to minutes, and Box banked $2.23M ($438K + $1.1M + $500K + $192K) through Well-Architected reviews: patterns to reason from, never guarantees to repeat.
  11. Two further patterns: Philip Morris International moved 400 applications in 2 years in a regulated business (and AWS's own page admits its first lift-and-shift "yielded suboptimal results"), while Canva cut compute 46% in under two years by mixing Spot, On-Demand + Savings Plans and Reserved Instances (customer claims, accessed Oct 2026).
  12. The October 2026 guide diff: weights unchanged at 24/30/34/12, in-scope 111 entries vs out-of-scope 55, Task 4.2 no longer names AWS Billing Conductor, Task 4.3 now names Basic Support, Business Support+, Enterprise, Unified Operations, the map shows 39 Regions / 124 AZs, and Italian and German retire after December 31, 2026.
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