Decision Audit Instrument · A2

The Role Safety Audit

Is your role safe, or are you watching the slow end of it? Most professionals feel this question but never examine it. This instrument audits your role's substitutability, its complementarity with AI, and the structural protections around it before the answer becomes obvious.

10 questions 3 dimensions Substitutability vs complementarity 4 safety signals

68% of Indian white-collar professionals expect their roles to be at least partially automated within five years. But exposure alone does not determine outcome. A role can be highly exposed to AI and still be growing, because AI makes it more valuable, not less necessary. This audit examines your specific role and tells you which side of that line you are on.

What this instrument measures and the frameworks behind it
The critical distinction this instrument makes: Most conversations about AI and jobs conflate exposure and displacement. A role can be highly exposed to AI while becoming more valuable because of it. This instrument separates the two.

Dimension 1: Task Substitutability, What percentage of the role's core tasks can AI perform without human involvement? Grounded in Frey and Osborne's Automation Probability Framework (2017) and SHRM Automation and AI Survey (2025).

Dimension 2: Role Complementarity, Does AI make this role more valuable or less necessary? Grounded in Cazzaniga et al., IMF Working Paper (2024), the displacement vs complementarity typology that distinguishes high-exposure/high-complementarity roles from high-exposure/low-complementarity roles.

Dimension 3: Structural Protection, Are there non-technical barriers protecting this role from displacement? Grounded in SHRM (2025) finding that 63.3% of all employment has at least one non-technical barrier to automation.

What this is not: A prediction. A guarantee. An occupational classification tool. This instrument captures your honest self-assessment. The quality of the output depends on the honesty of your answers.