APMGA in 90 Days
- James W.
- 3 days ago
- 1 min read

LinkedIn Post 14: APMGA in 90 Days
One question I get frequently: "Implementing a governance framework sounds complex. How long does it take?"
Answer: A typical organization can implement full APMGA in about 90 days.
Here's the roadmap:
Weeks 1-4: Assessment
Map your current use of AI in predictive maintenance
Interview competent persons about their decision processes
Catalog sensors and their calibration history
Identify documentation gaps
Weeks 5-8: Documentation & Planning
Update written scheme to document AI system (APMGA-SCHEME)
Create competent person training materials (APMGA-COMPETENT)
Establish sensor governance procedures (APMGA-SENSOR)
Design modification review process (APMGA-MODIFY)
Plan incident tracking system (APMGA-REPORT)
Weeks 9-12: Operationalization
Train competent persons
Implement sensor drift monitoring
Launch modification review process
Activate incident tracking
Test and refine
By week 12, you're operating under formal APMGA governance.
Not perfect yet. But governance in place. Risk reduced. Regulatory position improved.
What's holding your organization back from starting this process?

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