Four Opportunity
Filters — AI Career Resilience Tool
Enter a career and get a clear, student-friendly report on which parts of the job AI may change, and which human skills still matter.
Built to help students think, not tell them what to choose.
This tool is for career exploration and educational planning only. It provides general information based on available career and workforce sources. Students should also talk with counselors, teachers, professionals, colleges, training programs, and employers before making major education or career decisions.
This free tool is based on the Four Opportunity Filters framework from Don't Pick the Wrong College or Career by Stephanie Harkey Gibbs.
Don't Pick the Wrong College or Career
This book helps parents and students make smarter college and career decisions in a world being reshaped by AI, rising college costs, and changing job markets. Instead of starting with a college name, it teaches families to start with the student's future: their skills, career direction, opportunities, and financial reality.
Through the FOCUS Framework, families learn how to avoid expensive mistakes, think beyond outdated advice, and prepare students for work that still needs human judgment, problem-solving, adaptability, and purpose.