Performance dashboard
Explore the framework
01Revenue
02Productivity
03SLA
04Quality
05Customer Experience
06Attrition
07Capacity
08Cost
09Risk
Illustrative example — not confidential company data.
My executive toolkit
Clarity for complex operations.
Illustrative decision frameworks reflecting the operating environments, governance disciplines and metrics Shawn has managed.
Illustrative examples — not confidential company data
Workforce planning model
Explore the framework
01Demand
02Capacity
03Staffing
04Productivity
05Service Level
Connect customer demand to deployable capacity and service decisions.
Transformation canvas
Explore the framework
01Problem
02Root Cause
03Opportunity
04Intervention
05Technology/AI
06Owner
07KPI
08ROI
Connect a root cause to an accountable business outcome.
Executive QBR
Explore the framework
01Performance
02Drivers
03Risks
04Opportunities
05Decisions
06Actions
07Owners
08Dates
Turn reporting into decisions, ownership and follow-through.
AI + Operations
I don't use AI because it's fashionable.
I use it where it improves economics, customer outcomes, decision speed or management leverage.
Illustrative AI applications · not claimed deployments
- 01AI opportunity
- 02Process mapping
- 03Automation candidate
- 04Human decision point
- 05Control & governance
- 06Business outcome
Workforce forecastingQA samplingCustomer sentimentEscalation triageKnowledge managementMIS generationRoot-cause analysisAgent coachingSales pipeline analysis
Demonstrated experience: operating-model improvement, workforce governance and analytics-led decisions in the case studies. AI applications above are illustrative opportunities, not claims of production deployments or quantified AI-led results.