Observability Maturity Assessment
Whether the state of production can be seen, explained and predicted without guesswork.
01APM & Distributed Tracing
12 pts
02Centralized Logging
12 pts
03Metrics Collection & Monitoring
14 pts
04Alerting & Incident Management
14 pts
05Dashboards & Visualization
7 pts
06End-User Monitoring
7 pts
07Error Tracking & Root Cause Analysis
8 pts
08Anomaly Detection & Predictive Analytics
9 pts
09Capacity Management & Optimization
8 pts
10Integration, Compliance & Knowledge Management
9 pts
DevOps Excellence Maturity Assessment
How code reaches production: automation, repeatability and the speed of feedback.
01Version Control & Code Management
11 pts
02Local Development Environment
10 pts
03Pre-Commit Hooks & Code Quality
7 pts
04Build & Continuous Integration (CI)
10 pts
05Deployment & Continuous Delivery (CD)
10 pts
06Testing & Quality Assurance
13 pts
07Artifact & Dependency Management
7 pts
09Deployment Strategies & Release Management
14 pts
10Monitoring, Feedback & Advanced Practices
10 pts
FinOps Maturity Assessment
Whether cloud spend is visible, owned by the teams that create it, and acted on.
01Cost Visibility & Reporting
14 pts
02Cost Allocation & Tagging
11 pts
03Budgeting & Forecasting
11 pts
04Cost Optimization & Efficiency
16 pts
05Chargeback/Showback Models
9 pts
06FinOps Culture & Awareness
9 pts
07Governance & Policy Enforcement
9 pts
08Cross-Functional Collaboration
7 pts
09KPIs & Business Alignment
7 pts
10Advanced Practices & Innovation
7 pts
Security Maturity Assessment
Identity, application and cloud security as practised day to day, not as written policy.
01Identity & Access Management (IAM)
12 pts
02Vulnerability & Patch Management
13 pts
03Application Security
15 pts
04Data Protection & Encryption
10 pts
06Security Monitoring & Incident Response
13 pts
07Cloud & Container Security
8 pts
08Security Testing & Validation
8 pts
09Compliance & Policy Management
7 pts
10Security Culture & Training
6 pts
Resilience Maturity Assessment
What happens when something fails, and whether recovery has ever been proven.
01High Availability & Redundancy
17 pts
02Disaster Recovery (DR) Strategy
15 pts
03Backup & Data Protection
11 pts
04Recovery Objectives (RPO/RTO)
10 pts
05Monitoring, Alerting & Health Checks
11 pts
06Scalability & Capacity Planning
10 pts
07Chaos Engineering & Resilience Testing
9 pts
08Incident Management & Response
7 pts
09SLA/SLO Management
5 pts
10Documentation, Training & Business Continuity
5 pts
Architecture Maturity Assessment
How systems are decomposed, integrated and governed as they grow.
01Architecture Style & Modularity
14 pts
03Communication Patterns
8 pts
04Service Integration & Discovery
6 pts
05Data Management & Persistence
10 pts
07Distributed Systems & Containerization
17 pts
08Domain-Driven Design (DDD) Practices
14 pts
09Technology Stack & Dependency Management
5 pts
10Governance, Documentation & Design Standards
8 pts
Developer Experience Maturity Assessment
The friction between an engineer having an idea and shipping it safely.
L4
Developer-Centric
61–80
L5
Industry-Leading
81–100
01Development Environment & Setup
11 pts
02CI/CD & Build Automation
14 pts
03Code Quality & Static Analysis
9 pts
04Documentation & Knowledge Base
13 pts
05Developer Self-Service & Autonomy
11 pts
06Developer Productivity & Workflow Optimization
14 pts
07Collaboration & Code Review
7 pts
08Security Integration & Secure Coding
9 pts
09Dependency & Compliance Management
7 pts
10Innovation & Continuous Learning
5 pts
Platform Engineering Maturity Assessment
Infrastructure as a product: how much teams can do for themselves, safely.
L2
Automated Pipeline
21–40
L4
Advanced Automation
61–80
L5
Intelligent Optimization
81–100
01Infrastructure as Code (IaC) Foundation
13 pts
02CI/CD Pipeline & Automation
14 pts
03State & Secret Management
8 pts
04Security & Compliance
14 pts
05Self-Service & Internal Developer Platform (IDP)
13 pts
06Access Control & Governance
9 pts
07Testing & Quality Assurance
8 pts
08Observability & Monitoring
8 pts
09Cost Management & Optimization
7 pts
10AI Assistance & Intelligent Automation
6 pts
AI Readiness & Maturity Assessment
Whether AI work is grounded in usable data, real use cases and governance.
01Organizational AI Maturity & Strategy
12 pts
02AI Use-Case Identification & Business Value
10 pts
03AI Roadmap & Program Management
9 pts
04Data Readiness for AI
11 pts
05AI Integration & Architecture
10 pts
06AI Providers & Infrastructure (Cloud & On-Premise/Air-Gapped)
10 pts
07MLOps & Model Lifecycle Management
11 pts
08Responsible AI & Governance
11 pts
09AI Security & Privacy
8 pts
10AI Talent, Culture & Enablement
8 pts
Observability Maturity Assessment
Whether the state of production can be seen, explained and predicted without guesswork.
01APM & Distributed Tracing
12 pts
02Centralized Logging
12 pts
03Metrics Collection & Monitoring
14 pts
04Alerting & Incident Management
14 pts
05Dashboards & Visualization
7 pts
06End-User Monitoring
7 pts
07Error Tracking & Root Cause Analysis
8 pts
08Anomaly Detection & Predictive Analytics
9 pts
09Capacity Management & Optimization
8 pts
10Integration, Compliance & Knowledge Management
9 pts
DevOps Excellence Maturity Assessment
How code reaches production: automation, repeatability and the speed of feedback.
01Version Control & Code Management
11 pts
02Local Development Environment
10 pts
03Pre-Commit Hooks & Code Quality
7 pts
04Build & Continuous Integration (CI)
10 pts
05Deployment & Continuous Delivery (CD)
10 pts
06Testing & Quality Assurance
13 pts
07Artifact & Dependency Management
7 pts
09Deployment Strategies & Release Management
14 pts
10Monitoring, Feedback & Advanced Practices
10 pts
FinOps Maturity Assessment
Whether cloud spend is visible, owned by the teams that create it, and acted on.
01Cost Visibility & Reporting
14 pts
02Cost Allocation & Tagging
11 pts
03Budgeting & Forecasting
11 pts
04Cost Optimization & Efficiency
16 pts
05Chargeback/Showback Models
9 pts
06FinOps Culture & Awareness
9 pts
07Governance & Policy Enforcement
9 pts
08Cross-Functional Collaboration
7 pts
09KPIs & Business Alignment
7 pts
10Advanced Practices & Innovation
7 pts
Security Maturity Assessment
Identity, application and cloud security as practised day to day, not as written policy.
01Identity & Access Management (IAM)
12 pts
02Vulnerability & Patch Management
13 pts
03Application Security
15 pts
04Data Protection & Encryption
10 pts
06Security Monitoring & Incident Response
13 pts
07Cloud & Container Security
8 pts
08Security Testing & Validation
8 pts
09Compliance & Policy Management
7 pts
10Security Culture & Training
6 pts
Resilience Maturity Assessment
What happens when something fails, and whether recovery has ever been proven.
01High Availability & Redundancy
17 pts
02Disaster Recovery (DR) Strategy
15 pts
03Backup & Data Protection
11 pts
04Recovery Objectives (RPO/RTO)
10 pts
05Monitoring, Alerting & Health Checks
11 pts
06Scalability & Capacity Planning
10 pts
07Chaos Engineering & Resilience Testing
9 pts
08Incident Management & Response
7 pts
09SLA/SLO Management
5 pts
10Documentation, Training & Business Continuity
5 pts
Architecture Maturity Assessment
How systems are decomposed, integrated and governed as they grow.
01Architecture Style & Modularity
14 pts
03Communication Patterns
8 pts
04Service Integration & Discovery
6 pts
05Data Management & Persistence
10 pts
07Distributed Systems & Containerization
17 pts
08Domain-Driven Design (DDD) Practices
14 pts
09Technology Stack & Dependency Management
5 pts
10Governance, Documentation & Design Standards
8 pts
Developer Experience Maturity Assessment
The friction between an engineer having an idea and shipping it safely.
L4
Developer-Centric
61–80
L5
Industry-Leading
81–100
01Development Environment & Setup
11 pts
02CI/CD & Build Automation
14 pts
03Code Quality & Static Analysis
9 pts
04Documentation & Knowledge Base
13 pts
05Developer Self-Service & Autonomy
11 pts
06Developer Productivity & Workflow Optimization
14 pts
07Collaboration & Code Review
7 pts
08Security Integration & Secure Coding
9 pts
09Dependency & Compliance Management
7 pts
10Innovation & Continuous Learning
5 pts
Platform Engineering Maturity Assessment
Infrastructure as a product: how much teams can do for themselves, safely.
L2
Automated Pipeline
21–40
L4
Advanced Automation
61–80
L5
Intelligent Optimization
81–100
01Infrastructure as Code (IaC) Foundation
13 pts
02CI/CD Pipeline & Automation
14 pts
03State & Secret Management
8 pts
04Security & Compliance
14 pts
05Self-Service & Internal Developer Platform (IDP)
13 pts
06Access Control & Governance
9 pts
07Testing & Quality Assurance
8 pts
08Observability & Monitoring
8 pts
09Cost Management & Optimization
7 pts
10AI Assistance & Intelligent Automation
6 pts
AI Readiness & Maturity Assessment
Whether AI work is grounded in usable data, real use cases and governance.
01Organizational AI Maturity & Strategy
12 pts
02AI Use-Case Identification & Business Value
10 pts
03AI Roadmap & Program Management
9 pts
04Data Readiness for AI
11 pts
05AI Integration & Architecture
10 pts
06AI Providers & Infrastructure (Cloud & On-Premise/Air-Gapped)
10 pts
07MLOps & Model Lifecycle Management
11 pts
08Responsible AI & Governance
11 pts
09AI Security & Privacy
8 pts
10AI Talent, Culture & Enablement
8 pts