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# Business Goal #1 Efficiency and Margin Expansion Through AI-Accelerated Automation
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# Business Goal #1 — Establish an AI-Accelerated Automation Delivery Capability
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## Description:
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Build a repeatable PSO delivery capability where automation is the default approach for recurring delivery tasks, and AI is systematically used to accelerate the creation, maintenance, and improvement of those automations.
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## Success Metrics:
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- At least 5 high-impact delivery automations in active, repeated use
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- At least 80% of the PSO team actively using automation in delivery work
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- At least 25% of repeatable delivery tasks automated
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- Measurable reduction in SME intervention for standard delivery tasks, with 3+ examples where work previously requiring senior input can be completed through automation, templates, or guided process
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## Description
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<br><br>
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### Improve margin by reducing effort per engagement through automation of repeatable delivery tasks, with AI used to accelerate creation, optimisation, and execution of those automations
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# Business Goal #2 — Improve Delivery Margin Through Automation
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## Description:
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Improve delivery margin by reducing manual effort per engagement through targeted automation of repeatable tasks, with AI used to accelerate automation design, generation, optimisation, and maintenance.
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## Success Metrics:
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- Reduce average effort per selected engagement type by 20–30%
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- Track margin improvement or effort reduction against baseline for selected engagement types
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- Reduce rework or defect-related effort to ≤10% of total delivery effort for targeted workflows
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- Demonstrate at least 3 delivery workflows where automation materially reduces consultant time
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## Success Metrics
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<br><br>
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### - Reduction in average effort (hours) per engagement type ≥25-30% with accompanying margin metric measurement
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# Business Goal #3 — Increase Predictability and Quality of Customer Outcomes
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## Description:
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Improve customer outcomes, delivery consistency, and revenue predictability by standardising and automating key delivery models, reducing reliance on individual heroics and improving time-to-value.
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## Success Metrics:
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- Reduce time-to-value by 20–30% for selected engagement types
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- Improve or maintain NPS year-on-year, aligned to regional/company target
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- Reduce delivery variance across similar engagements by 20%+
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- Establish reusable automated delivery models for priority engagement types, with evidence of repeated use
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### - ≥25% of repeatable delivery tasks automated
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<br><br>
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<br><br><br>
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# Development Goal #1 — Build a System-Oriented, High-Performance Delivery Team
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## Description:
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# Business Goal #2 Predictable, High-Quality Customer Outcomes Through Automated Delivery
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Shift the PSO team from individual execution toward system ownership: designing, improving, and operating automated delivery models that increase scalability, consistency, and resilience across the team.
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## Success Metrics:
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## Description
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- Employee engagement maintained or improved
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- At least 50% of the team contributing to automation, reusable assets, or delivery system improvements
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### Enhance customer outcomes and revenue predictability by accelerating time-to-value and increasing consistency through standardised, automated delivery models
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- At least 3 examples where delivery dependency on a specific individual is reduced through automation, documentation, templates, or guided execution
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- Team adopts a regular improvement rhythm for reviewing automation opportunities, usage, and effectiveness
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## Success Metrics
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### - Time-to-value reduced by ≥20-30% for key engagement types
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### - NPS improved year-on-year (aligned to target)
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<br><br><br>
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# Development Goal #1 Build an AI-Accelerated Automation Capability
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## Description
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### Establish a delivery capability where automation is the default for repeatable tasks, and AI is systematically used to create, maintain, and optimise those automations
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## Success Metrics
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### - ≥3 high-impact delivery automations in active, repeated use
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### - ≥80% of PSO team actively using automation in delivery
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### - Observed reduction in manual effort in targeted workflows with ≥3 notable examples
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### - Observed reduction in SME intervention required for standard delivery tasks with ≥ notable examples
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<br><br><br>
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# Development Goal #2 Build a System-Oriented, High-Performance Delivery Team
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## Description
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### Shift the PSO team from individual execution to system ownership-building, improving, and operating automated delivery models
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## Success Metrics
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### - Employee engagement maintained or improved
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### - ≥50% of team contributing to automation or system improvements
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### - Reduction in delivery variance attributable to individual dependency with ≥3 notable examples
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