Career defense protocol

AI-PROOFYOUR CAREER

Don't try to outrun AI. Move your work toward the tasks where human judgment, accountability, relationships and physical-world execution matter most—and learn to use AI on everything else.

UNDERSTAND YOUR SCOREExposure measures tasks that AI may automate or accelerate—not the probability your occupation disappears.

AUTOMATE THE ROUTINEUse AI first on repetitive, reviewable work so your time moves toward judgment, ownership and exceptions.

BUILD HUMAN MOATSStrengthen leadership, trust, negotiation, physical-world skill, accountability and domain judgment.

BECOME AI-COMPLEMENTARYLearn to supervise AI outputs, design workflows, validate results and connect tools to real business outcomes.

The four-part strategy

Automate → Augment → Protect → Learn

Step	Action	Goal
AUTOMATE	Identify repetitive, rules-based, reviewable tasks.	Stop competing with AI on work machines do efficiently.
AUGMENT	Use AI for research, drafting, analysis, planning and preparation.	Increase output while keeping human review and context.
PROTECT	Move toward judgment, leadership, relationships, accountability and physical execution.	Build a stronger human moat.
LEARN	Develop AI literacy plus deeper domain expertise.	Become the person who deploys and supervises AI rather than the person displaced by a workflow.

Human skills to strengthen

Leadership and accountability
Negotiation and persuasion
Complex troubleshooting
Client and patient trust
High-stakes judgment
Physical dexterity

AI skills to learn

AI literacy
Prompt/workflow design
Output verification
Data literacy
Automation fundamentals
AI governance

Career signals to watch

Routine digital workload
AI leverage
Physical moat
Human/judgment moat
Task-rating coverage
Changes in your actual workflow

Use the scanner

Search your occupation, then open its full analysis to see a personalized AI-proofing plan derived from its O*NET task and Work Activity profile.

SCAN MY JOB