Data Platform: Mature ingestion, emerging governance
Model Operations: Manual promotion workflows
Risk Management: Ad hoc documentation
Strategic Pillars
Foundation Elements
Enablement
Strategic Pillars
Architecture
Integrated hubs & governed gateways.
Governance
Transparent lifecycle & risk registry.
Enablement
Developer productivity & ethical tooling.
Comparison
Decision Matrix
Evaluation
Comparison Matrix
Option
Pros
Cons
Decision
Centralized
Unified control
Bottleneck risk
✔
Federated
Domain autonomy
Inconsistent standards
✖
Hybrid
Balanced governance
Coordination cost
△
Timeline
Execution Phases
Roadmap
Roadmap Timeline
timeline
%% Using section grouping for Mermaid 10.9.4 timeline stability.
%% Changed from "Q1 2025 :" syntax (was throwing Syntax error in text) to sections + quarter labels.
title Execution Roadmap
section 2025
Q1 : Framework Initiated
Q2 : Gateway MVP
Q3 : Hub Integration
Q4 : Enablement Rollout
section 2026
Q1 : Scale & Optimize
Process Flow
Lifecycle
Operations
Process Flow
flowchart LR
A[Intake] --> B[Assessment]
B --> C[Review]
C --> D[Development]
D --> E[Validation]
E --> F[Deployment]
F --> G[Monitoring]
G --> H[Feedback]
KPIs
Performance Metrics
Outcomes
KPI Dashboard
Model Reuse Rate:42% → 68%
Deployment Cycle:14d → 5d
Risk Coverage:55% → 95%
Auto-Mitigated Incidents:+35%
Data Viz
Placeholder
Chart
Data Visualization (Placeholder)
Embed SVG / Canvas / image charts with accessible labels.
Replace this image with your chart.
Risks
Mitigation Plan
Governance
Risk & Mitigation Grid
Risk
Impact
Probability
Mitigation
Model Drift
High
Medium
Scheduled retraining triggers
Opaque Decisions
Medium
Medium
Explainability layer integration
Regulatory Change
High
Low
Adaptive policy rule engine
Quote
Inspiration
Reflection
Quote Slide
“Strategy without governance is acceleration without brakes.”
— Ted Tschopp
Team
Core Roles
People
Team Introduction
Architecture Lead Jane Doe
Data Steward Alex Analyst
Risk Partner Riley Manager
Dev Enablement Dev Engineer
Action
Next Steps
Momentum
Call to Action
Align roadmaps with governance milestones.
Accelerate shared model reuse.
Embed observability earlier.
Closing
Wrap Up
Thanks
Thank You
Questions? Explore additional resources in the appendix.