MLOps / AI Ops Playbook

A playbook for MLOps — model lifecycle, deployment, monitoring (drift), and governance of models in production.

Deliverable CodeCT-OPS_OPS-027

Versionv1.0

CategoryProcess, Workflow & Journey Design

PublishedJuly 16, 2026

Reading time34 min

Prepared byStratenity Advisory Team

IntelligenceValue chainIndustryCross-industryPracticeOperationsFocus04 Transformation Blueprints

AI Intelligence

Capability

AI Governance

Stage

Discover›Assess›Prioritize›Design›Govern›Deploy›Adopt›Measure›Scale

Value levers

Risk

mlops / ai ops playbookmlops / ai opsthe model lifecycle and reproducibilitythe deployment pipelinemodel governance and model riskretraining, rollback and incident responseplaybook mlopsmlops model

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MLOps / AI Ops Playbook

Stratenity is the AI Operating System for Strategic Execution™.

Stratenity is the AI Operating System for Strategic Execution^™.