A tailored course, built for your situation
Expanded Scope in AWS Well-Architected Reviews for Technical Leads
Lead larger, higher-impact cloud architecture engagements without stepping into a new role
$199 one-time
24-hour access provisioning
30-day money-back guarantee
Hand-built implementation playbook
12 modules. 12 chapters per module. 144 chapters total.
12 modules, each with 12 chapters (144 chapters total), text-based, plus downloadable templates and a hand-built implementation playbook delivered alongside course access.
Who this is for
Technical lead in data engineering and cloud data platforms with hands-on experience in ETL, DWH, and multi-cloud infrastructure (GCP, Snowflake), now positioned to lead broader cloud architecture governance.
Who this is not for
Engineers focused only on building pipelines without influencing architecture standards or cross-platform design decisions.
What you walk away with
- Lead AWS Well-Architected Reviews across reliability, security, and cost pillars
- Own cross-platform architecture alignment between GCP and AWS environments
- Drive sign-off on design patterns in multi-cloud data workflows
- Influence peer teams through documented review outputs and actionable recommendations
- Deliver repeatable assessment playbooks that scale across projects
The 12 modules (with all 144 chapters)
Module 1. Foundations of AWS Well-Architected
Understand the five pillars, operational excellence, security, reliability, performance efficiency, and cost optimization, as applied to data-intensive workloads.
12 chapters in this module
- What is AWS Well-Architected
- The five pillars overview
- Workload ownership boundaries
- Assessment scoring model
- Integration with DevOps lifecycle
- Review cadence planning
- Cross-cloud applicability
- Documentation standards
- Tooling ecosystem
- Pre-assessment checklists
- Stakeholder alignment map
- Common misapplications
Module 2. Scoping Multi-Cloud Architecture Reviews
Define review boundaries across GCP-hosted data platforms and AWS-integrated services without overreach or duplication.
12 chapters in this module
- Identifying review-eligible systems
- Boundary mapping
- Ownership validation
- Dependency tracking
- Cross-cloud integration points
- Data pipeline scope
- Shared responsibility model
- Workload classification
- In-scope vs out-of-scope assets
- Third-party service inclusion
- Hybrid architecture principles
- Version-controlled scope docs
Module 3. Leading Reliability Reviews
Assess system resilience in multi-cloud data workloads using AWS Well-Architected reliability criteria adapted to GCP-based pipelines.
12 chapters in this module
- Reliability pillar principles
- Failure mode identification
- Recovery time objectives
- Backup validation design
- Automated failover testing
- Data pipeline checkpointing
- SLI/SLO alignment
- Disaster recovery readiness
- Change management integration
- Monitoring coverage audit
- Cross-region testing
- Downtime impact quantification
Module 4. Security Pillar Deep Integration
Apply AWS Well-Architected security criteria to GCP-hosted data platforms and cross-cloud access patterns.
12 chapters in this module
- Identity and access management
- Cross-cloud role mapping
- Encryption in transit
- Encryption at rest
- Data classification tagging
- Audit log coverage
- Secrets management
- Network segmentation
- Zero-trust alignment
- IAM policy review
- Principle of least privilege
- Security review sign-off
Module 5. Cost Optimization Without Sacrificing Scale
Evaluate cost efficiency across cloud platforms using AWS Well-Architected guidance tailored to large-scale data workloads.
12 chapters in this module
- Cost visibility setup
- Resource tagging standards
- Idle resource detection
- Right-sizing recommendations
- Spot vs reserved instances
- Data warehouse cost levers
- Query optimization impact
- Storage tiering
- Budget alert integration
- Cost per pipeline metric
- Forecasting accuracy
- Cost accountability models
Module 6. Operational Excellence in Cross-Cloud Pipelines
Drive consistent operations across environments using standardized review outputs and repeatable practices.
12 chapters in this module
- Change management process
- Incident response readiness
- Runbook completeness
- Automation coverage
- Monitoring effectiveness
- Root cause analysis
- Deployment frequency tracking
- Rollback capability
- Drift detection
- Patch compliance
- Documentation freshness
- Team onboarding speed
Module 7. Performance Efficiency Assessment
Evaluate performance trade-offs in distributed data systems across cloud providers using Well-Architected metrics.
12 chapters in this module
- Throughput benchmarking
- Latency tolerance
- Scalability testing
- Bottleneck identification
- Query plan optimization
- Data sharding strategy
- Caching effectiveness
- Connection pool sizing
- Indexing completeness
- Resource provisioning rules
- Auto-scaling logic
- Load simulation
Module 8. Cross-Pillar Risk Prioritization
Weigh findings across pillars to focus on highest-impact remediations without overburdening delivery teams.
12 chapters in this module
- Risk severity matrix
- Business impact scoring
- Effort estimation
- Dependency mapping
- Remediation sequencing
- Stakeholder communication
- Tolerance thresholds
- Escalation paths
- Acceptance criteria
- Progress tracking
- Review update cycle
- Post-remediation validation
Module 9. Building Review Authority Without Formal Mandate
Establish credibility and influence through structured outputs that become the default input for architecture decisions.
12 chapters in this module
- Credibility through consistency
- Output reusability
- Peer validation patterns
- Executive summary design
- Visual evidence packaging
- Pre-read distribution
- Feedback incorporation
- Versioned recommendations
- Track record building
- Cross-team reference use
- Influence without authority
- Recognition pathways
Module 10. Documenting and Delivering Review Outputs
Produce clear, actionable assessment reports that leaders trust and teams act on.
12 chapters in this module
- Assessment summary format
- Finding severity labels
- Remediation timelines
- Ownership assignment
- Evidence attachment
- Risk acceptance process
- Stakeholder summary version
- Technical deep-dive version
- Presentation version
- Templates and tooling
- Version control
- Distribution protocol
Module 11. Scaling Review Practices Across Teams
Turn one-off assessments into repeatable, organization-wide practices anchored in your leadership.
12 chapters in this module
- Playbook creation
- Template standardization
- Training junior reviewers
- Mentorship rollout
- Quality assurance checks
- Feedback loop integration
- Automated tracking
- Progress dashboards
- Lessons learned capture
- External audit alignment
- Benchmarking against peers
- Continuous improvement
Module 12. Owning the Review Lifecycle End to End
Lead assessments from planning to closure with confidence, becoming the de facto owner of cross-cloud architecture governance.
12 chapters in this module
- Kickoff planning
- Pre-assessment alignment
- Interview execution
- Finding synthesis
- Recommendation prioritization
- Stakeholder review
- Sign-off documentation
- Tracking implementation
- Follow-up cadence
- Closed-loop validation
- Knowledge transfer
- Lifecycle closure
How this maps to your situation
- Leading first cross-cloud architecture review
- Expanding influence beyond immediate team
- Standardizing review process across projects
- Being consulted ahead of design decisions
Before vs. after
Before
Reviewing architecture patterns informally, with limited influence beyond own team and no standardized approach.
After
Leading formal AWS Well-Architected reviews across platforms, with documented authority and peer teams seeking input early.
What's included with your purchase
- 12 modules with 12 chapters each (144 chapters)
- Downloadable templates and worked examples for every module
- Hand-built implementation playbook delivered alongside course access
- 30-day money-back guarantee
Delivery and format
- Course and learning environment access provisioned within 24 hours of purchase
- Hand-built implementation playbook delivered alongside course access
Format: Text-based modules and chapters in the Art of Service learning environment, plus downloadable templates and worked examples for every chapter, plus the hand-built implementation playbook delivered alongside course access.
Time investment: Approximately 3 hours per module, designed for incremental progress alongside regular work.
If nothing changes
Continue being brought in late on architecture decisions, missing the chance to shape patterns before implementation and staying limited to technical delivery in your immediate domain.
How this compares to the alternatives
Generic cloud governance courses teach broad principles without tying to AWS Well-Architected or cross-platform data workflows. This course delivers specific, actionable review leadership within your existing role.
Frequently asked
Is this course about AWS only?
No. It teaches how to apply AWS Well-Architected frameworks to multi-cloud environments, including GCP-hosted systems like Snowflake.
How is the course structured?
12 modules, each containing 12 chapters (144 chapters total).
Will this help me lead beyond my current team?
Yes. The course is designed to help you expand your influence by leading formal architecture reviews across platforms and teams.
$199 one-time. Approximately 3 hours per module, designed for incremental progress alongside regular work..
Within 24 hours your account in the learning environment is provisioned and the tailored implementation playbook is delivered alongside it.
30-day money-back guarantee·
144 chapters·
Hand-built playbook included·
Account access within 24 hours