S3 · Adaptive, system-enabled capacity
strategy · Pillar: machine/people · Status: staged
Scale through proactive capacity planning, integrated digital infrastructure, AI-augmented workflows, and flexible project-based expertise rather than permanent workforce expansion or fragmented manual growth.
In brief: Planning, digital tools, and AI let us meet growing demand sustainably, rather than through headcount alone.
Full name: Adaptive, System-Enabled Capacity over Fixed Structural Expansion. The choice: we prioritize this over growth by headcount alone.
Drives goals: G03 · Sustainable and Resilient Research Infrastructure · G02 · Equitable and Predictable Access to Shared Capabilities
Enables: M01 · CTP Mission
Priority actions for the coming cycle:
- A preventive-maintenance program
- A platform risk register with mitigations
- Cross-training so no instrument depends on one person
- AI-enabled tools that reduce repetitive support work