Working with Computers

The bottom line

Roughly 90% of the work in Working with Computers is information-shaped — already within reach of AI delivery. The question here is not whether it shifts, but which tasks go first and who staffs the residual.

Why: The distribution summary shows that all 7 known occupations engaging in this activity sit firmly in the digital band, yielding a weight-weighted mean of 0.90. The top roles are pure knowledge workers, including Computer Systems Analysts (importance 4.96, digital=0.90), Computer Programmers (4.95, digital=0.95), and Statisticians (4.95, digital=0.95). Because this work activity defines information transformation and software-addressable work, the scalar lands at 0.90.

grounded in the economy graph · digital scalar 0.90 · digital

• Cross-Application Context Switching
• Digital Workspace Onboarding Friction
• Endpoint Access Lifecycle Control
• Hardware Fleet Replacement Costs
• Idle SaaS License Waste
• Shadow IT Data Leakage
• Substandard Digital Employee Experience
• Tier One Helpdesk Overload

Problems

• Idle SaaS License Wastecapital
• Shadow IT Data Leakagecompliance
• Cross-Application Context Switchingops
• Digital Workspace Onboarding Frictiontalent
• Tier One Helpdesk Overloadops
• Hardware Fleet Replacement Costscapital
• Substandard Digital Employee Experienceretention
• Endpoint Access Lifecycle Controlcompliance

Opportunities

• SaaS Optimization AgentAgent
• Helpdesk Resolution as a ServiceService-as-Software
• Access Lifecycle EngineHeadless SaaS
• Workspace Automation AgentAgent
• Hardware Refresh as a ServiceService-as-Software
• Cross-App Workflow EngineHeadless SaaS