TASKS / EVIDENCE / NEXT MOVE
A job title is too blunt. Map the work.
Task-level guides for understanding AI exposure, building adjacent skills, and producing evidence for the next move.
Ten practical field guides
Source-linked workflows, examples, checklists, and decision records. Written by Career Guard Research Team and reviewed July 13, 2026.
Your Task-Level AI Exposure Audit
A practical, source-linked guide to replace one occupation-level score with an inventory of actual tasks, context, evidence, and next moves.
Use the guide →How to Interpret a Career AI-Risk Score
A practical, source-linked guide to use a score as a question generator instead of a countdown clock.
Use the guide →Build a Skills-Adjacency Map for Your Next Role
A practical, source-linked guide to connect current evidence to nearby roles without starting over.
Use the guide →A 90-Day Reskilling Plan That Produces Evidence
A practical, source-linked guide to turn a course list into weekly work samples, feedback, and a career decision.
Use the guide →Build a Portfolio That Proves AI-Augmented Work
A practical, source-linked guide to show judgment, verification, and outcomes instead of posting raw model output.
Use the guide →Explain AI Exposure in an Interview Without Sounding Alarmist
A practical, source-linked guide to describe how a role is changing and how you create value inside that change.
Use the guide →Practical AI Fluency for Non-Technical Roles
A practical, source-linked guide to learn to frame tasks, inspect sources, protect data, and evaluate outputs without becoming a model engineer.
Use the guide →Internal Mobility Playbook for an AI-Changed Role
A practical, source-linked guide to move toward higher-value work inside the organization before a role boundary hardens.
Use the guide →Career Transition Signals to Track Without Doomscrolling
A practical, source-linked guide to monitor evidence that can change your plan while ignoring headline noise.
Use the guide →Build a Weekly Career Resilience Dashboard
A practical, source-linked guide to review task change, evidence creation, relationships, applications, and learning without turning a career into vanity metrics.
Use the guide →