What is IncomeDefense?

IncomeDefense is a free tool that helps you understand whether your job is exposed to AI and what to do about it. You take a 10-question AI exposure assessment, get a personalized risk score, and receive a step-by-step roadmap to build a second income. It's made by Artisan Business Group.

How does the AI exposure assessment work?

You answer 10 quick questions about your role and tasks. IncomeDefense scores how exposed your work is to automation and AI, then maps the result to practical next steps and second-income options.

What does the AI exposure score mean?

It's an at-a-glance measure of how much of your current work could be affected by AI — higher means more exposure — so you can act early rather than react later.

Is it free? Do I need to sign up?

The assessment is free and you can get your score without creating an account. Deeper guidance and one-on-one consultation are available as paid options.

Which jobs are most and least at risk from AI?

Exposure varies by the mix of tasks in a role, not just the job title. IncomeDefense scores your specific situation, and our occupation guides give a starting read for common roles.

How do I build a second income?

Your roadmap suggests practical, personalized paths based on your skills and exposure — from upskilling to side income to a longer-term pivot.

Is my information private?

Your answers are used to generate your score and roadmap; you don't need to submit personal identifiers to use the assessment.

Who is behind IncomeDefense?

It's built by Artisan Business Group, Inc. You can move from the free self-assessment to a consultation whenever you want.

What is IncomeDefense?

IncomeDefense manages 3 data types including assessments. Helps you organize, track, and share your work in 1 place for teams and solo users.

Will AI Replace Truck Drivers? Risk Assessment & Adaptation Guide

Autonomous trucking is advancing rapidly and is the subject of significant investment. Long-haul highway driving — the most routine portion of freight delivery — is the closest to automation. However, the timeline is longer and more uncertain than many headlines suggest, and significant portions of trucking work remain far from automatable.

What AI Can and Can't Do in This Role

Autonomous trucks from companies like Waymo Via and Aurora are operating on select highway routes. However, they still require human oversight, struggle in complex urban environments, cannot handle the physical loading/unloading work, and operate under significant regulatory uncertainty. Full autonomy across all conditions remains years away.

Which Tasks Are Most Exposed

Highway long-haul on well-mapped routes faces the longest-term risk. Local delivery, specialized freight, team driving, and the non-driving aspects of the job (customer relations, physical handling, problem-solving in unexpected situations) are far more protected. The transition will likely be gradual, with human oversight maintained for most routes for years.

How to Adapt

Drivers who specialize in local/last-mile delivery, hazmat, oversized loads, or other specialized freight are better protected. Transitioning into fleet management, logistics coordination, dispatcher roles, or driving training also leverages the deep industry knowledge professional drivers accumulate. Building a second income now — rather than waiting — is prudent given the long-term risk.

Frequently Asked Questions

When will autonomous trucks replace human drivers?

Full replacement is unlikely for at least a decade and will happen gradually. Highway routes in predictable conditions are advancing fastest; complex urban and specialized freight will require human drivers for much longer.

What trucking specializations are safest?

Local and last-mile delivery, hazmat, oversized and specialized loads, team driving, and tanker operations are all more complex than highway long-haul and therefore harder to automate.

How should truck drivers build income resilience?

Transition toward specialized freight, develop logistics and operations skills for fleet management roles, or build a second income outside of driving now. IncomeDefense's free assessment can identify your best-fit options.

Disclaimer: This guide provides general educational information about AI's potential impact on occupations. Results are not a guarantee of employment outcomes or financial advice. Individual circumstances vary — take the free assessment for a score tailored to your specific situation. Built by Artisan Business Group, Inc.