Model
Evaluation
Change
Failure Rate
MTTR
Lead Time
for Changes
Deployment
Frequency
Model
Performance
METRICS
Roadmap
ROI
ML Product
Quality
Model
Governance
Business
Value
STAKEHOLDERS
Develop
People
Team Technical
Expertise
Process
Improvement
Leadership
Leadership
LEADERSHIP
Clear Scope
of Work
Backlog
Prioritization
Data Discovery
& Prep
Infused
UI Features
Model Requirements
& Design
Tools &
Environment
Data Feature
Engineering
Model
Engineering
Validation
Model
Tweaking
Model
Development
CI/CD
Continuous
Training
Continuous
Monitoring
Model
Tuning
Model
Operations
Adoption
Scalability
Model
Implementation
MACHINE LEARNING PRODUCT ENGINEERING
25
25
50
50
75
75
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